{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\m.comola\Dropbox\Nepal Banking Networks\drafts\REStat submission\5. accepted\data\log simulations ComolaPrina coverage.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res}16 Jan 2020, 09:41:58

{com}. do "C:\Users\m.comola\Dropbox\Nepal Banking Networks\drafts\REStat submission\5. accepted\data\simulations ComolaPrina coverage.do"
{txt}
{com}. 
. /* THIS DO-FILE WAS WRITTEN IN MAY 2019 BY MARGHERITA COMOLA,
> IT RUNS THE SIMULATIONS FOR THE COVERAGE PROBABILITIES WITH CLUSTERED DATA
> (`Treatment Effects Accounting for Network Changes', Comola Prina, REStat) */
. 
. clear all
{txt}
{com}. set more off
{txt}
{com}. 
. /********************************************************************************************
> *********************************************************************************************
> 1) SETTINGS 
> *********************************************************************************************
> *********************************************************************************************/
. 
. /* observations */
. global clusters="20"
{txt}
{com}. global obs_c="50"
{txt}
{com}. global obs=$clusters*$obs_c
{txt}
{com}. global nall=$obs^2
{txt}
{com}. 
. /* number of replications*/
. global simul = "300"
{txt}
{com}. 
. /* density of binary network at baseline */
. global density = "0.1"
{txt}
{com}. 
. /* intervention-driven network changes: increase in link probability */
. global ntk_change="0.05"
{txt}
{com}. 
. /* measurement error, in % points */
. global prob_switch="1"
{txt}
{com}. 
. /* model's parameters */
. global gamma="10"
{txt}
{com}. global beta1="0.5"
{txt}
{com}. global beta2="0.2"
{txt}
{com}. 
. /* variance of the error term in the two PE equations */
. global var_PE="0.5"
{txt}
{com}. 
. /* variance of the (normal) random effect */
. global var_re="1"
{txt}
{com}. 
. /*********************************************************************************************
> *********************************************************************************************
> 2) PROGRAM 
> *********************************************************************************************
> *********************************************************************************************/
. 
. capture program drop simulation_ComolaPrina_cov
{txt}
{com}. program define simulation_ComolaPrina_cov
{txt}  1{com}. drop _all
{txt}  2{com}. 
. ****************************************************************************
. * GENERATE THE DATA
. ****************************************************************************/
. 
. /* DYADIC DATASET WITH CLUSTERED STRUCTURE */
. 
. /* random effects (village*time) */ 
. 
. clear 
{txt}  3{com}. set obs $clusters
{txt}  4{com}. generate village =_n
{txt}  5{com}. generate u_v0 = rnormal(0,$var_re)
{txt}  6{com}. generate u_v1 = rnormal(0,$var_re)
{txt}  7{com}. expand $obs_c
{txt}  8{com}. sort village
{txt}  9{com}. generate id =_n
{txt} 10{com}. 
. /* treatment */
. 
. gen temp=runiform()
{txt} 11{com}. gen itt=(temp>=0.5)
{txt} 12{com}. drop temp
{txt} 13{com}. 
. /* composite error term in PE equations */
. 
. gen er0=u_v0+ rnormal(0,$var_PE)
{txt} 14{com}. gen er1=u_v1+ rnormal(0,$var_PE)
{txt} 15{com}. 
. mata: village= st_data(., "village")
{txt} 16{com}. mata: ITT= st_data(., "itt")
{txt} 17{com}. mata: er0 = st_data(., "er0")
{txt} 18{com}. mata: er1 = st_data(., "er1")
{txt} 19{com}. 
. drop u_v0 u_v1 er0 er1
{txt} 20{com}. 
. sort village id
{txt} 21{com}. 
. save simul_ComolaPrina_cov.dta, replace
{txt} 22{com}. 
. sort id 
{txt} 23{com}. foreach i in id itt village {c -(}
{txt} 24{com}.         rename `i' `i'_j
{txt} 25{com}. {c )-}
{txt} 26{com}. 
. qui sum
{txt} 27{com}. save jjj.dta, replace
{txt} 28{com}. 
. foreach i in id itt village {c -(}
{txt} 29{com}.         rename `i'_j `i'_i
{txt} 30{com}. {c )-}
{txt} 31{com}. 
. cross using jjj.dta
{txt} 32{com}. capture erase jjj.dta
{txt} 33{com}. 
. order id_i id_j itt_i itt_j
{txt} 34{com}. 
. /* BINARY NETWORKS (Erdős–Rényi random graph) */ 
. 
. preserve
{txt} 35{com}. clear
{txt} 36{com}. 
. /* binary network at baseline */
. 
. nwrandom $obs, prob($density) undirected
{txt} 37{com}. 
. stack net1- net$obs, into (link0)
{txt} 38{com}. drop _stack
{txt} 39{com}. gen serial=_n
{txt} 40{com}. sort serial
{txt} 41{com}. save temp1.dta, replace
{txt} 42{com}. restore
{txt} 43{com}. 
. /* intervention-driven network change */
. 
. preserve
{txt} 44{com}. clear
{txt} 45{com}. 
. nwrandom $obs, prob($density+$ntk_change) undirected
{txt} 46{com}. 
. stack net1- net$obs, into (link_temp)
{txt} 47{com}. drop _stack
{txt} 48{com}. gen serial=_n
{txt} 49{com}. sort serial
{txt} 50{com}. save temp2.dta, replace
{txt} 51{com}. restore
{txt} 52{com}. 
. sort id_i id_j
{txt} 53{com}. gen serial=_n
{txt} 54{com}. 
. sort serial
{txt} 55{com}. merge serial using temp1.dta
{txt} 56{com}. drop _merge
{txt} 57{com}. 
. sort serial
{txt} 58{com}. merge serial using temp2.dta
{txt} 59{com}. drop _merge serial
{txt} 60{com}. 
. /* binary network at endline */
. 
. gen link1=link0
{txt} 61{com}. gen temp=$ntk_change
{txt} 62{com}. replace link1=link_temp if (itt_i==1 | itt_j==1) & (id_i!= id_j) & temp!=0
{txt} 63{com}. drop temp link_temp
{txt} 64{com}. 
. /* measurement error: need to be symmetric --> lower triangular matrix */
. 
. preserve
{txt} 65{com}. 
. /* careful: need to compute the threshold within clusters */
. drop if  village_i!= village_j
{txt} 66{com}. 
. keep id_i id_j link0 link1
{txt} 67{com}. drop if id_i==id_j
{txt} 68{com}. drop if id_i>id_j
{txt} 69{com}. 
. shufflevar link0 link1
{txt} 70{com}. 
. /* switch indicator */
. 
. local treshold r(p$prob_switch)
{txt} 71{com}. 
. gen random1=uniform() 
{txt} 72{com}. qui sum random1, detail
{txt} 73{com}. gen switch1=(random1<`treshold') 
{txt} 74{com}. 
. gen random2=uniform() 
{txt} 75{com}. qui sum random2, detail
{txt} 76{com}. gen switch2=(random2<`treshold') 
{txt} 77{com}. 
. drop link0 link1 random1 random2
{txt} 78{com}. ren id_i id1
{txt} 79{com}. ren id_j id2
{txt} 80{com}. sort id1 id2
{txt} 81{com}. 
. save temp3.dta, replace
{txt} 82{com}. 
. restore
{txt} 83{com}. 
. /* re-merge and symmetrize */
. 
. ren id_i id1
{txt} 84{com}. ren id_j id2
{txt} 85{com}. 
. sort id1 id2 
{txt} 86{com}. merge id1 id2 using temp3.dta
{txt} 87{com}. drop _merge
{txt} 88{com}. 
. ren id1 id_i
{txt} 89{com}. ren id2 id_j 
{txt} 90{com}. 
. ren id_j id1
{txt} 91{com}. ren id_i id2
{txt} 92{com}. 
. ren switch1 switch1A
{txt} 93{com}. ren switch2 switch2A
{txt} 94{com}. ren link0_shuffled link0_shuffledA
{txt} 95{com}. ren link1_shuffled link1_shuffledA
{txt} 96{com}. 
. sort id1 id2 
{txt} 97{com}. merge id1 id2 using temp3.dta
{txt} 98{com}. drop _merge
{txt} 99{com}. 
. ren id1 id_j
{txt}100{com}. ren id2 id_i 
{txt}101{com}. 
. replace switch1= switch1A if switch1==.
{txt}102{com}. replace switch1= 0 if switch1==.
{txt}103{com}. drop switch1A
{txt}104{com}. 
. replace switch2= switch2A if switch2==.
{txt}105{com}. replace switch2= 0 if switch2==.
{txt}106{com}. drop switch2A
{txt}107{com}. 
. replace link0_shuffled= link0_shuffledA if link0_shuffled==.
{txt}108{com}. replace link0_shuffled= 0 if link0_shuffled==.
{txt}109{com}. drop link0_shuffledA
{txt}110{com}. 
. replace link1_shuffled= link1_shuffledA if link1_shuffled==.
{txt}111{com}. replace link1_shuffled= 0 if link1_shuffled==.
{txt}112{com}. drop link1_shuffledA
{txt}113{com}. 
. sort id_i id_j
{txt}114{com}. 
. capture erase temp1.dta
{txt}115{com}. capture erase temp2.dta
{txt}116{com}. capture erase temp3.dta
{txt}117{com}. 
. /* add measurement errors to binary networks */
. 
. replace link0=link0_shuffled if switch1==1
{txt}118{com}. replace link1=link1_shuffled if switch2==1
{txt}119{com}. 
. /* no links across clusters */
. 
. replace link0=0 if village_i!= village_j
{txt}120{com}. replace link1=0 if village_i!= village_j
{txt}121{com}. 
. drop link0_shuffled link1_shuffled switch1 switch2
{txt}122{com}. sort id_i id_j
{txt}123{com}. 
. /* binary matrix */
. 
. mata: G0 = st_data(., "link0")
{txt}124{com}. mata: G0 = colshape(G0, $obs) 
{txt}125{com}. 
. mata: G1 = st_data(., "link1")
{txt}126{com}. mata: G1 = colshape(G1, $obs) 
{txt}127{com}. 
. /* semi row standardization */
. 
. mata: G0_S=rowsum(G0,.)
{txt}128{com}. mata: G0=G0:/G0_S
{txt}129{com}. 
. mata: G1_S=rowsum(G1,.)
{txt}130{com}. mata: G1=G1:/G1_S
{txt}131{com}. 
. mata: mata drop G0_S G1_S
{txt}132{com}. 
. /* edit missing */
. 
. mata: G0=editmissing(G0, 0)
{txt}133{com}. mata: G1=editmissing(G1, 0)
{txt}134{com}. 
. /* build delta_G */
. 
. mata: deltaG=G1-G0
{txt}135{com}. 
. mata: st_matrix("G0", G0)
{txt}136{com}. mata: st_matrix("G1", G1)
{txt}137{com}. mata: st_matrix("deltaG", deltaG)
{txt}138{com}. 
. /* re-import into Stata*/
. 
. preserve
{txt}139{com}. 
. clear
{txt}140{com}. svmat G0
{txt}141{com}. stack G01-G0$obs, into (G0_srs)
{txt}142{com}. gen serial=_n
{txt}143{com}. sort serial 
{txt}144{com}. drop _stack
{txt}145{com}. save temp0.dta, replace 
{txt}146{com}. 
. clear
{txt}147{com}. svmat G1
{txt}148{com}. stack G11-G1$obs, into (G1_srs)
{txt}149{com}. gen serial=_n
{txt}150{com}. sort serial 
{txt}151{com}. drop _stack
{txt}152{com}. save temp1.dta, replace 
{txt}153{com}. 
. clear
{txt}154{com}. svmat deltaG
{txt}155{com}. stack deltaG1-deltaG$obs, into (deltaG_srs)
{txt}156{com}. gen serial=_n
{txt}157{com}. sort serial 
{txt}158{com}. drop _stack
{txt}159{com}. save temp2.dta, replace 
{txt}160{com}. 
. restore
{txt}161{com}. 
. gen serial=_n
{txt}162{com}. 
. sort serial 
{txt}163{com}. merge serial using temp0
{txt}164{com}. drop _merge
{txt}165{com}. capture erase temp0.dta
{txt}166{com}. 
. sort serial 
{txt}167{com}. merge serial using temp1
{txt}168{com}. drop _merge
{txt}169{com}. capture erase temp1.dta
{txt}170{com}. 
. sort serial 
{txt}171{com}. merge serial using temp2
{txt}172{com}. drop serial _merge
{txt}173{com}. capture erase temp2.dta
{txt}174{com}. 
. /* vectors of outcomes */ 
. 
. mata: A=I($obs)-$beta1*G0
{txt}175{com}. mata: y0=lusolve(A,er0)
{txt}176{com}. 
. mata: A=I($obs)-$beta1*G0-$beta2*deltaG
{txt}177{com}. mata: B=$gamma*ITT+er1
{txt}178{com}. mata: y1=lusolve(A,B)
{txt}179{com}. mata: mata drop A B
{txt}180{com}. 
. /*vectors of interest*/
. 
. mata: deltay=y1-y0
{txt}181{com}. mata: G0_y0=G0*y0
{txt}182{com}. mata: G0_y1=G0*y1
{txt}183{com}. mata: G0_deltay=G0*deltay
{txt}184{com}. mata: deltaG_y1=deltaG*y1
{txt}185{com}. 
. /*IVs of second order*/
. 
. mata: IV_2_1=G0*G0*ITT
{txt}186{com}. mata: IV_2_2=deltaG*deltaG*ITT
{txt}187{com}. mata: IV_2_3=G0*deltaG*ITT
{txt}188{com}. mata: IV_2_4=deltaG*G0*ITT
{txt}189{com}. 
. /*IVs of third order*/
. 
. mata: IV_3_1=G0*G0*G0*ITT
{txt}190{com}. mata: IV_3_2=deltaG*deltaG*deltaG*ITT
{txt}191{com}. mata: IV_3_3=G0*G0*deltaG*ITT
{txt}192{com}. mata: IV_3_4=deltaG*deltaG*G0*ITT
{txt}193{com}. mata: IV_3_5=G0*deltaG*deltaG*ITT
{txt}194{com}. mata: IV_3_6=deltaG*G0*G0*ITT
{txt}195{com}. mata: IV_3_7=G0*deltaG*G0*ITT
{txt}196{com}. mata: IV_3_8=deltaG*G0*deltaG*ITT
{txt}197{com}. 
. mata: results=(y0, y1, deltay, G0_y0, G0_y1, G0_deltay, deltaG_y1, IV_2_1, IV_2_2, IV_2_3, IV_2_4, IV_3_1, IV_3_2, IV_3_3, IV_3_4, IV_3_5, IV_3_6, IV_3_7, IV_3_8)
{txt}198{com}. mata: st_matrix("result", results)
{txt}199{com}. 
. /*re-import into Stata*/
. 
. clear
{txt}200{com}. svmat result
{txt}201{com}. 
. ren result1 y0
{txt}202{com}. ren result2 y1
{txt}203{com}. ren result3 deltay
{txt}204{com}. ren result4 G0_y0
{txt}205{com}. ren result5 G0_y1
{txt}206{com}. ren result6 G0_deltay
{txt}207{com}. ren result7 deltaG_y1
{txt}208{com}. ren result8 IV_2_1
{txt}209{com}. ren result9 IV_2_2
{txt}210{com}. ren result10 IV_2_3
{txt}211{com}. ren result11 IV_2_4
{txt}212{com}. ren result12 IV_3_1
{txt}213{com}. ren result13 IV_3_2
{txt}214{com}. ren result14 IV_3_3
{txt}215{com}. ren result15 IV_3_4
{txt}216{com}. ren result16 IV_3_5
{txt}217{com}. ren result17 IV_3_6
{txt}218{com}. ren result18 IV_3_7
{txt}219{com}. ren result19 IV_3_8
{txt}220{com}. 
. gen id=_n
{txt}221{com}. sort id
{txt}222{com}. save temp.dta, replace 
{txt}223{com}. 
. use simul_ComolaPrina_cov.dta, clear
{txt}224{com}. sort id
{txt}225{com}. merge id using temp.dta
{txt}226{com}. drop _merge
{txt}227{com}. capture erase temp.dta
{txt}228{com}. 
. /****************************************************************************
> * ESTIMATE THE MODELS OF INTEREST
> ****************************************************************************/
. 
. global IV_list="IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8"
{txt}229{com}. 
. /* dynamic PE, IV, robust s.e. */
. 
. ivregress 2sls deltay itt (G0_deltay deltaG_y1 = $IV_list), nocons r
{txt}230{com}. 
. preserve
{txt}231{com}. regsave, ci
{txt}232{com}. keep if var=="itt"
{txt}233{com}. drop var N
{txt}234{com}. gen coverage = ($gamma>ci_lower & $gamma<ci_upper)
{txt}235{com}. save temp_gamma_robust.dta, replace 
{txt}236{com}. restore
{txt}237{com}. 
. preserve
{txt}238{com}. regsave, ci
{txt}239{com}. keep if var=="G0_deltay"
{txt}240{com}. drop var N
{txt}241{com}. gen coverage = ($beta1>ci_lower & $beta1<ci_upper)
{txt}242{com}. save temp_beta1_robust.dta, replace 
{txt}243{com}. restore
{txt}244{com}. 
. preserve
{txt}245{com}. regsave, ci
{txt}246{com}. keep if var=="deltaG_y1"
{txt}247{com}. drop var N
{txt}248{com}. gen coverage = ($beta2>ci_lower & $beta2<ci_upper)
{txt}249{com}. save temp_beta2_robust.dta, replace 
{txt}250{com}. restore
{txt}251{com}. 
. /* dynamic PE, IV, clustered robust s.e. */
. 
. ivregress 2sls deltay itt (G0_deltay deltaG_y1 = $IV_list), nocons cluster(village)
{txt}252{com}. 
. preserve
{txt}253{com}. regsave, ci
{txt}254{com}. keep if var=="itt"
{txt}255{com}. drop var N
{txt}256{com}. gen coverage = ($gamma>ci_lower & $gamma<ci_upper)
{txt}257{com}. save temp_gamma_cluster.dta, replace 
{txt}258{com}. restore
{txt}259{com}. 
. preserve
{txt}260{com}. regsave, ci
{txt}261{com}. keep if var=="G0_deltay"
{txt}262{com}. drop var N 
{txt}263{com}. gen coverage = ($beta1>ci_lower & $beta1<ci_upper)
{txt}264{com}. save temp_beta1_cluster.dta, replace 
{txt}265{com}. restore
{txt}266{com}. 
. preserve
{txt}267{com}. regsave, ci
{txt}268{com}. keep if var=="deltaG_y1"
{txt}269{com}. drop var N
{txt}270{com}. gen coverage = ($beta2>ci_lower & $beta2<ci_upper)
{txt}271{com}. save temp_beta2_cluster.dta, replace 
{txt}272{com}. restore
{txt}273{com}. 
. /* dynamic PE, IV, bootstrapped s.e.*/
. 
. ivregress 2sls deltay itt (G0_deltay deltaG_y1 = $IV_list), nocons vce(boot)
{txt}274{com}. 
. preserve
{txt}275{com}. regsave, ci
{txt}276{com}. keep if var=="itt"
{txt}277{com}. drop var N
{txt}278{com}. gen coverage = ($gamma>ci_lower & $gamma<ci_upper)
{txt}279{com}. save temp_gamma_boot.dta, replace 
{txt}280{com}. restore
{txt}281{com}. 
. preserve
{txt}282{com}. regsave, ci
{txt}283{com}. keep if var=="G0_deltay"
{txt}284{com}. drop var N
{txt}285{com}. gen coverage = ($beta1>ci_lower & $beta1<ci_upper)
{txt}286{com}. save temp_beta1_boot.dta, replace 
{txt}287{com}. restore
{txt}288{com}. 
. preserve
{txt}289{com}. regsave, ci
{txt}290{com}. keep if var=="deltaG_y1"
{txt}291{com}. drop var N
{txt}292{com}. gen coverage = ($beta2>ci_lower & $beta2<ci_upper)
{txt}293{com}. save temp_beta2_boot.dta, replace 
{txt}294{com}. restore
{txt}295{com}. 
. /* dynamic PE, IV, clustered bootstrapped s.e.*/
. 
. ivregress 2sls deltay itt (G0_deltay deltaG_y1 = $IV_list), nocons vce(boot, cl(village))
{txt}296{com}. 
. preserve
{txt}297{com}. regsave, ci
{txt}298{com}. keep if var=="itt"
{txt}299{com}. drop var N
{txt}300{com}. gen coverage = ($gamma>ci_lower & $gamma<ci_upper)
{txt}301{com}. save temp_gamma_bootcl.dta, replace 
{txt}302{com}. restore
{txt}303{com}. 
. preserve
{txt}304{com}. regsave, ci
{txt}305{com}. keep if var=="G0_deltay"
{txt}306{com}. drop var N
{txt}307{com}. gen coverage = ($beta1>ci_lower & $beta1<ci_upper)
{txt}308{com}. save temp_beta1_bootcl.dta, replace 
{txt}309{com}. restore
{txt}310{com}. 
. preserve
{txt}311{com}. regsave, ci
{txt}312{com}. keep if var=="deltaG_y1"
{txt}313{com}. drop var N
{txt}314{com}. gen coverage = ($beta2>ci_lower & $beta2<ci_upper)
{txt}315{com}. save temp_beta2_bootcl.dta, replace 
{txt}316{com}. restore
{txt}317{com}. 
. erase simul_ComolaPrina_cov.dta
{txt}318{com}. 
. end
{txt}
{com}. 
. /*********************************************************************************************
> **********************************************************************************************
> 3) REPEAT THE PROCEDURE N TIMES AND SAVE THE QUANTITIES OF INTEREST
> **********************************************************************************************
> *********************************************************************************************/
. 
. /* blank data */
. 
. clear
{txt}
{com}. set more off
{txt}
{com}. 
. set obs 0
{txt}{p}
number of observations (_N)  was 0,
now 0
{p_end}

{com}. gen id=_n
{txt}
{com}. 
. foreach var1 in gamma beta1 beta2 {c -(}
{txt}  2{com}. foreach var2 in robust cluster boot bootcl {c -(}
{txt}  3{com}. save results_cov_`var1'_`var2'.dta, replace 
{txt}  4{com}. {c )-}
{txt}  5{com}. {c )-} 
{txt}(note: dataset contains 0 observations)
(note: file results_cov_gamma_robust.dta not found)
file results_cov_gamma_robust.dta saved
(note: dataset contains 0 observations)
(note: file results_cov_gamma_cluster.dta not found)
file results_cov_gamma_cluster.dta saved
(note: dataset contains 0 observations)
(note: file results_cov_gamma_boot.dta not found)
file results_cov_gamma_boot.dta saved
(note: dataset contains 0 observations)
(note: file results_cov_gamma_bootcl.dta not found)
file results_cov_gamma_bootcl.dta saved
(note: dataset contains 0 observations)
(note: file results_cov_beta1_robust.dta not found)
file results_cov_beta1_robust.dta saved
(note: dataset contains 0 observations)
(note: file results_cov_beta1_cluster.dta not found)
file results_cov_beta1_cluster.dta saved
(note: dataset contains 0 observations)
(note: file results_cov_beta1_boot.dta not found)
file results_cov_beta1_boot.dta saved
(note: dataset contains 0 observations)
(note: file results_cov_beta1_bootcl.dta not found)
file results_cov_beta1_bootcl.dta saved
(note: dataset contains 0 observations)
(note: file results_cov_beta2_robust.dta not found)
file results_cov_beta2_robust.dta saved
(note: dataset contains 0 observations)
(note: file results_cov_beta2_cluster.dta not found)
file results_cov_beta2_cluster.dta saved
(note: dataset contains 0 observations)
(note: file results_cov_beta2_boot.dta not found)
file results_cov_beta2_boot.dta saved
(note: dataset contains 0 observations)
(note: file results_cov_beta2_bootcl.dta not found)
file results_cov_beta2_bootcl.dta saved

{com}. 
. /* repeat the procedure and format appropriately */
. 
. set seed 19790703
{txt}
{com}. 
. forvalues i=1/$simul {c -(}
{txt}  2{com}. 
. simulation_ComolaPrina_cov
{txt}  3{com}. 
. foreach var1 in gamma beta1 beta2 {c -(}
{txt}  4{com}. foreach var2 in robust cluster boot bootcl {c -(}
{txt}  5{com}. 
. use temp_`var1'_`var2'.dta, clear
{txt}  6{com}. gen id=`i'
{txt}  7{com}. append using results_cov_`var1'_`var2'.dta
{txt}  8{com}. save results_cov_`var1'_`var2'.dta, replace 
{txt}  9{com}. erase temp_`var1'_`var2'.dta
{txt} 10{com}. 
. {c )-}
{txt} 11{com}. {c )-}
{txt} 12{com}. 
. {c )-}
{txt}{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,294 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(98 real changes made)
(122 real changes made)
(94,272 real changes made)
(129,958 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6081

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .510871{col 26}{space 2} .0067336{col 37}{space 1}   75.87{col 46}{space 3}0.000{col 54}{space 4} .4976733{col 67}{space 3} .5240687
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1305956{col 26}{space 2} .0188945{col 37}{space 1}    6.91{col 46}{space 3}0.000{col 54}{space 4}  .093563{col 67}{space 3} .1676282
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.787515{col 26}{space 2} .0995801{col 37}{space 1}   98.29{col 46}{space 3}0.000{col 54}{space 4} 9.592342{col 67}{space 3} 9.982689
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6081

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .510871{col 26}{space 2} .0288997{col 37}{space 1}   17.68{col 46}{space 3}0.000{col 54}{space 4} .4542286{col 67}{space 3} .5675133
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1305956{col 26}{space 2} .0336912{col 37}{space 1}    3.88{col 46}{space 3}0.000{col 54}{space 4} .0645619{col 67}{space 3} .1966292
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.787515{col 26}{space 2}  .089116{col 37}{space 1}  109.83{col 46}{space 3}0.000{col 54}{space 4} 9.612851{col 67}{space 3}  9.96218
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  44188.33
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6081

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .510871{col 26}{space 2} .0065691{col 37}{space 1}   77.77{col 46}{space 3}0.000{col 54}{space 4} .4979958{col 67}{space 3} .5237462
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1305956{col 26}{space 2} .0205232{col 37}{space 1}    6.36{col 46}{space 3}0.000{col 54}{space 4} .0903709{col 67}{space 3} .1708202
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.787515{col 26}{space 2} .0924869{col 37}{space 1}  105.83{col 46}{space 3}0.000{col 54}{space 4} 9.606244{col 67}{space 3} 9.968786
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  24397.03
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6081

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .510871{col 26}{space 2} .0299738{col 37}{space 1}   17.04{col 46}{space 3}0.000{col 54}{space 4} .4521235{col 67}{space 3} .5696185
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1305956{col 26}{space 2} .0306574{col 37}{space 1}    4.26{col 46}{space 3}0.000{col 54}{space 4} .0705082{col 67}{space 3}  .190683
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.787515{col 26}{space 2} .1011659{col 37}{space 1}   96.75{col 46}{space 3}0.000{col 54}{space 4} 9.589234{col 67}{space 3} 9.985797
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,590 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(106 real changes made)
(130 real changes made)
(94,550 real changes made)
(129,968 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6134

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5051244{col 26}{space 2} .0068278{col 37}{space 1}   73.98{col 46}{space 3}0.000{col 54}{space 4} .4917421{col 67}{space 3} .5185066
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2297195{col 26}{space 2} .0178247{col 37}{space 1}   12.89{col 46}{space 3}0.000{col 54}{space 4} .1947837{col 67}{space 3} .2646553
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07445{col 26}{space 2} .1035206{col 37}{space 1}   97.32{col 46}{space 3}0.000{col 54}{space 4} 9.871556{col 67}{space 3} 10.27735
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6134

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5051244{col 26}{space 2} .0283021{col 37}{space 1}   17.85{col 46}{space 3}0.000{col 54}{space 4} .4496533{col 67}{space 3} .5605954
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2297195{col 26}{space 2} .0310669{col 37}{space 1}    7.39{col 46}{space 3}0.000{col 54}{space 4} .1688295{col 67}{space 3} .2906094
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07445{col 26}{space 2} .0565216{col 37}{space 1}  178.24{col 46}{space 3}0.000{col 54}{space 4} 9.963672{col 67}{space 3} 10.18523
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  68477.44
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6134

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5051244{col 26}{space 2}  .006582{col 37}{space 1}   76.74{col 46}{space 3}0.000{col 54}{space 4} .4922239{col 67}{space 3} .5180248
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2297195{col 26}{space 2} .0155206{col 37}{space 1}   14.80{col 46}{space 3}0.000{col 54}{space 4} .1992996{col 67}{space 3} .2601393
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07445{col 26}{space 2} .1111302{col 37}{space 1}   90.65{col 46}{space 3}0.000{col 54}{space 4} 9.856641{col 67}{space 3} 10.29226
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  23708.63
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6134

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5051244{col 26}{space 2} .0302464{col 37}{space 1}   16.70{col 46}{space 3}0.000{col 54}{space 4} .4458426{col 67}{space 3} .5644061
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2297195{col 26}{space 2} .0298194{col 37}{space 1}    7.70{col 46}{space 3}0.000{col 54}{space 4} .1712745{col 67}{space 3} .2881645
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07445{col 26}{space 2} .0692033{col 37}{space 1}  145.58{col 46}{space 3}0.000{col 54}{space 4} 9.938816{col 67}{space 3} 10.21009
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,878 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(114 real changes made)
(94,068 real changes made)
(129,480 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9358

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5167121{col 26}{space 2} .0082462{col 37}{space 1}   62.66{col 46}{space 3}0.000{col 54}{space 4} .5005499{col 67}{space 3} .5328744
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .239926{col 26}{space 2} .0191837{col 37}{space 1}   12.51{col 46}{space 3}0.000{col 54}{space 4} .2023266{col 67}{space 3} .2775253
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.879176{col 26}{space 2} .1238551{col 37}{space 1}   79.76{col 46}{space 3}0.000{col 54}{space 4} 9.636424{col 67}{space 3} 10.12193
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9358

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5167121{col 26}{space 2} .0350439{col 37}{space 1}   14.74{col 46}{space 3}0.000{col 54}{space 4} .4480274{col 67}{space 3} .5853969
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .239926{col 26}{space 2} .0299831{col 37}{space 1}    8.00{col 46}{space 3}0.000{col 54}{space 4} .1811602{col 67}{space 3} .2986917
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.879176{col 26}{space 2} .0525928{col 37}{space 1}  187.84{col 46}{space 3}0.000{col 54}{space 4} 9.776096{col 67}{space 3} 9.982256
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  42392.28
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9358

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5167121{col 26}{space 2} .0084475{col 37}{space 1}   61.17{col 46}{space 3}0.000{col 54}{space 4} .5001554{col 67}{space 3} .5332689
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .239926{col 26}{space 2}   .02179{col 37}{space 1}   11.01{col 46}{space 3}0.000{col 54}{space 4} .1972182{col 67}{space 3} .2826337
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.879176{col 26}{space 2} .1178852{col 37}{space 1}   83.80{col 46}{space 3}0.000{col 54}{space 4} 9.648125{col 67}{space 3} 10.11023
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  15239.87
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9358

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5167121{col 26}{space 2} .0389332{col 37}{space 1}   13.27{col 46}{space 3}0.000{col 54}{space 4} .4404044{col 67}{space 3} .5930199
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .239926{col 26}{space 2} .0369418{col 37}{space 1}    6.49{col 46}{space 3}0.000{col 54}{space 4} .1675215{col 67}{space 3} .3123305
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.879176{col 26}{space 2}  .082216{col 37}{space 1}  120.16{col 46}{space 3}0.000{col 54}{space 4} 9.718036{col 67}{space 3} 10.04032
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,686 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(128 real changes made)
(95,274 real changes made)
(130,632 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4195

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4814366{col 26}{space 2} .0065551{col 37}{space 1}   73.44{col 46}{space 3}0.000{col 54}{space 4} .4685889{col 67}{space 3} .4942843
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2188995{col 26}{space 2} .0148375{col 37}{space 1}   14.75{col 46}{space 3}0.000{col 54}{space 4} .1898185{col 67}{space 3} .2479804
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.929212{col 26}{space 2} .0903876{col 37}{space 1}  109.85{col 46}{space 3}0.000{col 54}{space 4} 9.752055{col 67}{space 3} 10.10637
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4195

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4814366{col 26}{space 2} .0259427{col 37}{space 1}   18.56{col 46}{space 3}0.000{col 54}{space 4} .4305898{col 67}{space 3} .5322833
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2188995{col 26}{space 2} .0278352{col 37}{space 1}    7.86{col 46}{space 3}0.000{col 54}{space 4} .1643435{col 67}{space 3} .2734555
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.929212{col 26}{space 2} .0643513{col 37}{space 1}  154.30{col 46}{space 3}0.000{col 54}{space 4} 9.803085{col 67}{space 3} 10.05534
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  79901.91
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4195

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4814366{col 26}{space 2} .0060664{col 37}{space 1}   79.36{col 46}{space 3}0.000{col 54}{space 4} .4695467{col 67}{space 3} .4933265
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2188995{col 26}{space 2} .0144774{col 37}{space 1}   15.12{col 46}{space 3}0.000{col 54}{space 4} .1905243{col 67}{space 3} .2472746
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.929212{col 26}{space 2} .0828709{col 37}{space 1}  119.82{col 46}{space 3}0.000{col 54}{space 4} 9.766788{col 67}{space 3} 10.09164
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  12856.52
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4195

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4814366{col 26}{space 2} .0237116{col 37}{space 1}   20.30{col 46}{space 3}0.000{col 54}{space 4} .4349627{col 67}{space 3} .5279104
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2188995{col 26}{space 2} .0306098{col 37}{space 1}    7.15{col 46}{space 3}0.000{col 54}{space 4} .1589054{col 67}{space 3} .2788935
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.929212{col 26}{space 2} .0892634{col 37}{space 1}  111.23{col 46}{space 3}0.000{col 54}{space 4} 9.754259{col 67}{space 3} 10.10416
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,392 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(138 real changes made)
(95,708 real changes made)
(129,960 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2847

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5069333{col 26}{space 2} .0054819{col 37}{space 1}   92.47{col 46}{space 3}0.000{col 54}{space 4} .4961889{col 67}{space 3} .5176776
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1597714{col 26}{space 2}  .015263{col 37}{space 1}   10.47{col 46}{space 3}0.000{col 54}{space 4} .1298565{col 67}{space 3} .1896862
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.802117{col 26}{space 2} .0825048{col 37}{space 1}  118.81{col 46}{space 3}0.000{col 54}{space 4} 9.640411{col 67}{space 3} 9.963824
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2847

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5069333{col 26}{space 2} .0205469{col 37}{space 1}   24.67{col 46}{space 3}0.000{col 54}{space 4} .4666621{col 67}{space 3} .5472044
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1597714{col 26}{space 2}  .030754{col 37}{space 1}    5.20{col 46}{space 3}0.000{col 54}{space 4} .0994947{col 67}{space 3}  .220048
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.802117{col 26}{space 2} .0891489{col 37}{space 1}  109.95{col 46}{space 3}0.000{col 54}{space 4} 9.627388{col 67}{space 3} 9.976846
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  88732.79
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2847

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5069333{col 26}{space 2} .0044987{col 37}{space 1}  112.68{col 46}{space 3}0.000{col 54}{space 4}  .498116{col 67}{space 3} .5157505
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1597714{col 26}{space 2} .0143374{col 37}{space 1}   11.14{col 46}{space 3}0.000{col 54}{space 4} .1316706{col 67}{space 3} .1878722
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.802117{col 26}{space 2} .0783267{col 37}{space 1}  125.14{col 46}{space 3}0.000{col 54}{space 4}   9.6486{col 67}{space 3} 9.955635
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  47219.92
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2847

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5069333{col 26}{space 2} .0185578{col 37}{space 1}   27.32{col 46}{space 3}0.000{col 54}{space 4} .4705606{col 67}{space 3}  .543306
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1597714{col 26}{space 2} .0303789{col 37}{space 1}    5.26{col 46}{space 3}0.000{col 54}{space 4} .1002297{col 67}{space 3}  .219313
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.802117{col 26}{space 2} .1073867{col 37}{space 1}   91.28{col 46}{space 3}0.000{col 54}{space 4} 9.591643{col 67}{space 3} 10.01259
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(149,890 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(102 real changes made)
(96 real changes made)
(95,350 real changes made)
(127,416 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8536

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4615657{col 26}{space 2} .0090636{col 37}{space 1}   50.93{col 46}{space 3}0.000{col 54}{space 4} .4438015{col 67}{space 3}   .47933
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .125606{col 26}{space 2}  .019821{col 37}{space 1}    6.34{col 46}{space 3}0.000{col 54}{space 4} .0867576{col 67}{space 3} .1644544
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.730448{col 26}{space 2} .1172029{col 37}{space 1}   83.02{col 46}{space 3}0.000{col 54}{space 4} 9.500735{col 67}{space 3} 9.960162
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8536

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4615657{col 26}{space 2} .0403191{col 37}{space 1}   11.45{col 46}{space 3}0.000{col 54}{space 4} .3825417{col 67}{space 3} .5405898
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .125606{col 26}{space 2} .0471137{col 37}{space 1}    2.67{col 46}{space 3}0.008{col 54}{space 4} .0332648{col 67}{space 3} .2179472
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.730448{col 26}{space 2} .1397004{col 37}{space 1}   69.65{col 46}{space 3}0.000{col 54}{space 4} 9.456641{col 67}{space 3} 10.00426
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  40381.01
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8536

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4615657{col 26}{space 2} .0080758{col 37}{space 1}   57.15{col 46}{space 3}0.000{col 54}{space 4} .4457376{col 67}{space 3} .4773939
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .125606{col 26}{space 2} .0200685{col 37}{space 1}    6.26{col 46}{space 3}0.000{col 54}{space 4} .0862725{col 67}{space 3} .1649395
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.730448{col 26}{space 2} .0942609{col 37}{space 1}  103.23{col 46}{space 3}0.000{col 54}{space 4}   9.5457{col 67}{space 3} 9.915196
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  20722.12
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8536

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4615657{col 26}{space 2} .0318592{col 37}{space 1}   14.49{col 46}{space 3}0.000{col 54}{space 4} .3991228{col 67}{space 3} .5240087
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .125606{col 26}{space 2} .0341885{col 37}{space 1}    3.67{col 46}{space 3}0.000{col 54}{space 4} .0585977{col 67}{space 3} .1926143
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.730448{col 26}{space 2} .1188991{col 37}{space 1}   81.84{col 46}{space 3}0.000{col 54}{space 4} 9.497411{col 67}{space 3} 9.963486
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,462 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(128 real changes made)
(94,864 real changes made)
(130,634 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6299

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5231399{col 26}{space 2} .0068931{col 37}{space 1}   75.89{col 46}{space 3}0.000{col 54}{space 4} .5096297{col 67}{space 3} .5366501
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2243076{col 26}{space 2} .0162079{col 37}{space 1}   13.84{col 46}{space 3}0.000{col 54}{space 4} .1925406{col 67}{space 3} .2560745
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06842{col 26}{space 2}   .10559{col 37}{space 1}   95.35{col 46}{space 3}0.000{col 54}{space 4} 9.861466{col 67}{space 3} 10.27537
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6299

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5231399{col 26}{space 2} .0301167{col 37}{space 1}   17.37{col 46}{space 3}0.000{col 54}{space 4} .4641122{col 67}{space 3} .5821676
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2243076{col 26}{space 2} .0272915{col 37}{space 1}    8.22{col 46}{space 3}0.000{col 54}{space 4} .1708172{col 67}{space 3}  .277798
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06842{col 26}{space 2} .0470235{col 37}{space 1}  214.11{col 46}{space 3}0.000{col 54}{space 4} 9.976255{col 67}{space 3} 10.16058
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  55169.82
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6299

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5231399{col 26}{space 2} .0071143{col 37}{space 1}   73.53{col 46}{space 3}0.000{col 54}{space 4} .5091961{col 67}{space 3} .5370837
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2243076{col 26}{space 2} .0154264{col 37}{space 1}   14.54{col 46}{space 3}0.000{col 54}{space 4} .1940724{col 67}{space 3} .2545428
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06842{col 26}{space 2} .0973337{col 37}{space 1}  103.44{col 46}{space 3}0.000{col 54}{space 4} 9.877649{col 67}{space 3} 10.25919
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  41888.15
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6299

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5231399{col 26}{space 2} .0346169{col 37}{space 1}   15.11{col 46}{space 3}0.000{col 54}{space 4} .4552919{col 67}{space 3} .5909878
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2243076{col 26}{space 2} .0274996{col 37}{space 1}    8.16{col 46}{space 3}0.000{col 54}{space 4} .1704093{col 67}{space 3} .2782059
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06842{col 26}{space 2} .0498705{col 37}{space 1}  201.89{col 46}{space 3}0.000{col 54}{space 4} 9.970675{col 67}{space 3} 10.16616
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,352 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(130 real changes made)
(94,906 real changes made)
(130,524 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3731

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5587248{col 26}{space 2} .0051855{col 37}{space 1}  107.75{col 46}{space 3}0.000{col 54}{space 4} .5485614{col 67}{space 3} .5688883
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2475077{col 26}{space 2} .0156757{col 37}{space 1}   15.79{col 46}{space 3}0.000{col 54}{space 4} .2167839{col 67}{space 3} .2782314
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.997155{col 26}{space 2} .0874876{col 37}{space 1}  114.27{col 46}{space 3}0.000{col 54}{space 4} 9.825683{col 67}{space 3} 10.16863
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3731

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5587248{col 26}{space 2} .0213528{col 37}{space 1}   26.17{col 46}{space 3}0.000{col 54}{space 4} .5168742{col 67}{space 3} .6005755
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2475077{col 26}{space 2} .0182819{col 37}{space 1}   13.54{col 46}{space 3}0.000{col 54}{space 4} .2116758{col 67}{space 3} .2833396
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.997155{col 26}{space 2} .0629389{col 37}{space 1}  158.84{col 46}{space 3}0.000{col 54}{space 4} 9.873797{col 67}{space 3} 10.12051
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  86744.14
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3731

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5587248{col 26}{space 2} .0051818{col 37}{space 1}  107.82{col 46}{space 3}0.000{col 54}{space 4} .5485687{col 67}{space 3}  .568881
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2475077{col 26}{space 2}  .015378{col 37}{space 1}   16.09{col 46}{space 3}0.000{col 54}{space 4} .2173674{col 67}{space 3} .2776479
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.997155{col 26}{space 2}  .079379{col 37}{space 1}  125.94{col 46}{space 3}0.000{col 54}{space 4} 9.841575{col 67}{space 3} 10.15274
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  21074.16
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3731

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5587248{col 26}{space 2} .0185885{col 37}{space 1}   30.06{col 46}{space 3}0.000{col 54}{space 4}  .522292{col 67}{space 3} .5951577
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2475077{col 26}{space 2} .0175606{col 37}{space 1}   14.09{col 46}{space 3}0.000{col 54}{space 4} .2130894{col 67}{space 3} .2819259
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.997155{col 26}{space 2} .0721359{col 37}{space 1}  138.59{col 46}{space 3}0.000{col 54}{space 4} 9.855772{col 67}{space 3} 10.13854
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(160,550 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(64 real changes made)
(116 real changes made)
(95,066 real changes made)
(129,690 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3112

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5063966{col 26}{space 2} .0055293{col 37}{space 1}   91.58{col 46}{space 3}0.000{col 54}{space 4} .4955592{col 67}{space 3} .5172339
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1632322{col 26}{space 2} .0144087{col 37}{space 1}   11.33{col 46}{space 3}0.000{col 54}{space 4} .1349916{col 67}{space 3} .1914727
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.866543{col 26}{space 2} .0819645{col 37}{space 1}  120.38{col 46}{space 3}0.000{col 54}{space 4} 9.705895{col 67}{space 3} 10.02719
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3112

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5063966{col 26}{space 2} .0224787{col 37}{space 1}   22.53{col 46}{space 3}0.000{col 54}{space 4} .4623391{col 67}{space 3}  .550454
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1632322{col 26}{space 2} .0232729{col 37}{space 1}    7.01{col 46}{space 3}0.000{col 54}{space 4} .1176181{col 67}{space 3} .2088462
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.866543{col 26}{space 2} .0673997{col 37}{space 1}  146.39{col 46}{space 3}0.000{col 54}{space 4} 9.734442{col 67}{space 3} 9.998644
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  59865.77
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3112

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5063966{col 26}{space 2} .0056176{col 37}{space 1}   90.14{col 46}{space 3}0.000{col 54}{space 4} .4953863{col 67}{space 3} .5174068
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1632322{col 26}{space 2} .0133852{col 37}{space 1}   12.20{col 46}{space 3}0.000{col 54}{space 4} .1369977{col 67}{space 3} .1894666
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.866543{col 26}{space 2} .0872106{col 37}{space 1}  113.13{col 46}{space 3}0.000{col 54}{space 4} 9.695613{col 67}{space 3} 10.03747
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  20038.75
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3112

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5063966{col 26}{space 2} .0213882{col 37}{space 1}   23.68{col 46}{space 3}0.000{col 54}{space 4} .4644765{col 67}{space 3} .5483166
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1632322{col 26}{space 2} .0219111{col 37}{space 1}    7.45{col 46}{space 3}0.000{col 54}{space 4} .1202873{col 67}{space 3} .2061771
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.866543{col 26}{space 2} .0920012{col 37}{space 1}  107.24{col 46}{space 3}0.000{col 54}{space 4} 9.686224{col 67}{space 3} 10.04686
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(157,822 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(136 real changes made)
(95,060 real changes made)
(129,492 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8528

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4876016{col 26}{space 2} .0085812{col 37}{space 1}   56.82{col 46}{space 3}0.000{col 54}{space 4} .4707827{col 67}{space 3} .5044206
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1920719{col 26}{space 2} .0193634{col 37}{space 1}    9.92{col 46}{space 3}0.000{col 54}{space 4} .1541203{col 67}{space 3} .2300235
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.970457{col 26}{space 2} .1192829{col 37}{space 1}   83.59{col 46}{space 3}0.000{col 54}{space 4} 9.736667{col 67}{space 3} 10.20425
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8528

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4876016{col 26}{space 2} .0384294{col 37}{space 1}   12.69{col 46}{space 3}0.000{col 54}{space 4} .4122814{col 67}{space 3} .5629219
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1920719{col 26}{space 2}  .033497{col 37}{space 1}    5.73{col 46}{space 3}0.000{col 54}{space 4}  .126419{col 67}{space 3} .2577248
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.970457{col 26}{space 2} .0541281{col 37}{space 1}  184.20{col 46}{space 3}0.000{col 54}{space 4} 9.864368{col 67}{space 3} 10.07655
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  43987.62
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8528

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4876016{col 26}{space 2} .0077192{col 37}{space 1}   63.17{col 46}{space 3}0.000{col 54}{space 4} .4724723{col 67}{space 3}  .502731
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1920719{col 26}{space 2} .0160432{col 37}{space 1}   11.97{col 46}{space 3}0.000{col 54}{space 4} .1606278{col 67}{space 3}  .223516
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.970457{col 26}{space 2}  .101584{col 37}{space 1}   98.15{col 46}{space 3}0.000{col 54}{space 4} 9.771356{col 67}{space 3} 10.16956
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  26375.96
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8528

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4876016{col 26}{space 2} .0337275{col 37}{space 1}   14.46{col 46}{space 3}0.000{col 54}{space 4} .4214969{col 67}{space 3} .5537064
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1920719{col 26}{space 2} .0363862{col 37}{space 1}    5.28{col 46}{space 3}0.000{col 54}{space 4} .1207563{col 67}{space 3} .2633875
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.970457{col 26}{space 2} .0683968{col 37}{space 1}  145.77{col 46}{space 3}0.000{col 54}{space 4} 9.836402{col 67}{space 3} 10.10451
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,382 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(110 real changes made)
(114 real changes made)
(94,572 real changes made)
(129,744 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6044

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4972646{col 26}{space 2} .0071231{col 37}{space 1}   69.81{col 46}{space 3}0.000{col 54}{space 4} .4833036{col 67}{space 3} .5112256
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1833938{col 26}{space 2} .0189666{col 37}{space 1}    9.67{col 46}{space 3}0.000{col 54}{space 4} .1462199{col 67}{space 3} .2205677
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.954403{col 26}{space 2} .1008683{col 37}{space 1}   98.69{col 46}{space 3}0.000{col 54}{space 4} 9.756705{col 67}{space 3}  10.1521
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6044

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4972646{col 26}{space 2} .0313174{col 37}{space 1}   15.88{col 46}{space 3}0.000{col 54}{space 4} .4358836{col 67}{space 3} .5586456
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1833938{col 26}{space 2} .0380009{col 37}{space 1}    4.83{col 46}{space 3}0.000{col 54}{space 4} .1089135{col 67}{space 3} .2578742
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.954403{col 26}{space 2} .0742284{col 37}{space 1}  134.11{col 46}{space 3}0.000{col 54}{space 4} 9.808918{col 67}{space 3} 10.09989
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  69651.97
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6044

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4972646{col 26}{space 2} .0056908{col 37}{space 1}   87.38{col 46}{space 3}0.000{col 54}{space 4} .4861108{col 67}{space 3} .5084184
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1833938{col 26}{space 2} .0184798{col 37}{space 1}    9.92{col 46}{space 3}0.000{col 54}{space 4} .1471742{col 67}{space 3} .2196135
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.954403{col 26}{space 2} .0927824{col 37}{space 1}  107.29{col 46}{space 3}0.000{col 54}{space 4} 9.772553{col 67}{space 3} 10.13625
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  18572.23
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6044

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4972646{col 26}{space 2} .0359997{col 37}{space 1}   13.81{col 46}{space 3}0.000{col 54}{space 4} .4267065{col 67}{space 3} .5678227
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1833938{col 26}{space 2}     .036{col 37}{space 1}    5.09{col 46}{space 3}0.000{col 54}{space 4} .1128351{col 67}{space 3} .2539526
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.954403{col 26}{space 2} .0921239{col 37}{space 1}  108.05{col 46}{space 3}0.000{col 54}{space 4} 9.773844{col 67}{space 3} 10.13496
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,772 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(112 real changes made)
(94,746 real changes made)
(130,560 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3253

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4964336{col 26}{space 2} .0057553{col 37}{space 1}   86.26{col 46}{space 3}0.000{col 54}{space 4} .4851534{col 67}{space 3} .5077138
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839226{col 26}{space 2} .0127875{col 37}{space 1}   14.38{col 46}{space 3}0.000{col 54}{space 4} .1588594{col 67}{space 3} .2089857
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985365{col 26}{space 2} .0828749{col 37}{space 1}  120.49{col 46}{space 3}0.000{col 54}{space 4} 9.822933{col 67}{space 3}  10.1478
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3253

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4964336{col 26}{space 2}  .022836{col 37}{space 1}   21.74{col 46}{space 3}0.000{col 54}{space 4} .4516758{col 67}{space 3} .5411914
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839226{col 26}{space 2} .0230194{col 37}{space 1}    7.99{col 46}{space 3}0.000{col 54}{space 4} .1388054{col 67}{space 3} .2290397
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985365{col 26}{space 2} .0567388{col 37}{space 1}  175.99{col 46}{space 3}0.000{col 54}{space 4} 9.874159{col 67}{space 3} 10.09657
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  73345.64
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3253

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4964336{col 26}{space 2}  .005582{col 37}{space 1}   88.93{col 46}{space 3}0.000{col 54}{space 4}  .485493{col 67}{space 3} .5073741
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839226{col 26}{space 2} .0129981{col 37}{space 1}   14.15{col 46}{space 3}0.000{col 54}{space 4} .1584468{col 67}{space 3} .2093984
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985365{col 26}{space 2} .0878556{col 37}{space 1}  113.66{col 46}{space 3}0.000{col 54}{space 4} 9.813171{col 67}{space 3} 10.15756
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  51025.24
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3253

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4964336{col 26}{space 2} .0249016{col 37}{space 1}   19.94{col 46}{space 3}0.000{col 54}{space 4} .4476273{col 67}{space 3} .5452398
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839226{col 26}{space 2} .0255965{col 37}{space 1}    7.19{col 46}{space 3}0.000{col 54}{space 4} .1337544{col 67}{space 3} .2340908
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985365{col 26}{space 2} .0677981{col 37}{space 1}  147.28{col 46}{space 3}0.000{col 54}{space 4} 9.852483{col 67}{space 3} 10.11825
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,548 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(124 real changes made)
(95,442 real changes made)
(130,724 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.548

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5383415{col 26}{space 2} .0061349{col 37}{space 1}   87.75{col 46}{space 3}0.000{col 54}{space 4} .5263172{col 67}{space 3} .5503658
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2574626{col 26}{space 2} .0186217{col 37}{space 1}   13.83{col 46}{space 3}0.000{col 54}{space 4} .2209648{col 67}{space 3} .2939605
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.994409{col 26}{space 2} .0971298{col 37}{space 1}  102.90{col 46}{space 3}0.000{col 54}{space 4} 9.804038{col 67}{space 3} 10.18478
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.548

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5383415{col 26}{space 2} .0252786{col 37}{space 1}   21.30{col 46}{space 3}0.000{col 54}{space 4} .4887963{col 67}{space 3} .5878867
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2574626{col 26}{space 2} .0286702{col 37}{space 1}    8.98{col 46}{space 3}0.000{col 54}{space 4} .2012701{col 67}{space 3} .3136551
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.994409{col 26}{space 2} .0601292{col 37}{space 1}  166.22{col 46}{space 3}0.000{col 54}{space 4} 9.876558{col 67}{space 3} 10.11226
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  56177.17
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.548

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5383415{col 26}{space 2} .0057822{col 37}{space 1}   93.10{col 46}{space 3}0.000{col 54}{space 4} .5270087{col 67}{space 3} .5496743
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2574626{col 26}{space 2} .0197884{col 37}{space 1}   13.01{col 46}{space 3}0.000{col 54}{space 4} .2186781{col 67}{space 3} .2962471
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.994409{col 26}{space 2} .0926866{col 37}{space 1}  107.83{col 46}{space 3}0.000{col 54}{space 4} 9.812747{col 67}{space 3} 10.17607
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  17670.22
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.548

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5383415{col 26}{space 2} .0248336{col 37}{space 1}   21.68{col 46}{space 3}0.000{col 54}{space 4} .4896686{col 67}{space 3} .5870144
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2574626{col 26}{space 2} .0296966{col 37}{space 1}    8.67{col 46}{space 3}0.000{col 54}{space 4} .1992584{col 67}{space 3} .3156669
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.994409{col 26}{space 2} .0756974{col 37}{space 1}  132.03{col 46}{space 3}0.000{col 54}{space 4} 9.846045{col 67}{space 3} 10.14277
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,918 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(124 real changes made)
(95,066 real changes made)
(130,316 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.461

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5364739{col 26}{space 2} .0055929{col 37}{space 1}   95.92{col 46}{space 3}0.000{col 54}{space 4} .5255119{col 67}{space 3} .5474359
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2350565{col 26}{space 2}  .013599{col 37}{space 1}   17.28{col 46}{space 3}0.000{col 54}{space 4} .2084029{col 67}{space 3} .2617101
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01558{col 26}{space 2}  .090526{col 37}{space 1}  110.64{col 46}{space 3}0.000{col 54}{space 4} 9.838157{col 67}{space 3} 10.19301
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.461

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5364739{col 26}{space 2} .0223363{col 37}{space 1}   24.02{col 46}{space 3}0.000{col 54}{space 4} .4926956{col 67}{space 3} .5802522
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2350565{col 26}{space 2}  .017245{col 37}{space 1}   13.63{col 46}{space 3}0.000{col 54}{space 4} .2012569{col 67}{space 3} .2688561
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01558{col 26}{space 2} .0674123{col 37}{space 1}  148.57{col 46}{space 3}0.000{col 54}{space 4} 9.883459{col 67}{space 3} 10.14771
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  74429.22
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.461

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5364739{col 26}{space 2} .0054568{col 37}{space 1}   98.31{col 46}{space 3}0.000{col 54}{space 4} .5257788{col 67}{space 3}  .547169
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2350565{col 26}{space 2} .0141024{col 37}{space 1}   16.67{col 46}{space 3}0.000{col 54}{space 4} .2074163{col 67}{space 3} .2626967
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01558{col 26}{space 2} .0906005{col 37}{space 1}  110.55{col 46}{space 3}0.000{col 54}{space 4} 9.838011{col 67}{space 3} 10.19316
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  22575.41
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.461

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5364739{col 26}{space 2} .0223333{col 37}{space 1}   24.02{col 46}{space 3}0.000{col 54}{space 4} .4927014{col 67}{space 3} .5802464
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2350565{col 26}{space 2} .0160122{col 37}{space 1}   14.68{col 46}{space 3}0.000{col 54}{space 4} .2036733{col 67}{space 3} .2664397
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01558{col 26}{space 2} .0727169{col 37}{space 1}  137.73{col 46}{space 3}0.000{col 54}{space 4} 9.873062{col 67}{space 3} 10.15811
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,728 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(104 real changes made)
(95,010 real changes made)
(130,100 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6185

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4555607{col 26}{space 2} .0075353{col 37}{space 1}   60.46{col 46}{space 3}0.000{col 54}{space 4} .4407917{col 67}{space 3} .4703297
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1751603{col 26}{space 2}  .016816{col 37}{space 1}   10.42{col 46}{space 3}0.000{col 54}{space 4} .1422015{col 67}{space 3} .2081191
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.882052{col 26}{space 2} .1029785{col 37}{space 1}   95.96{col 46}{space 3}0.000{col 54}{space 4} 9.680218{col 67}{space 3} 10.08389
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6185

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4555607{col 26}{space 2}  .031893{col 37}{space 1}   14.28{col 46}{space 3}0.000{col 54}{space 4} .3930516{col 67}{space 3} .5180699
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1751603{col 26}{space 2} .0285817{col 37}{space 1}    6.13{col 46}{space 3}0.000{col 54}{space 4} .1191411{col 67}{space 3} .2311794
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.882052{col 26}{space 2} .0827628{col 37}{space 1}  119.40{col 46}{space 3}0.000{col 54}{space 4}  9.71984{col 67}{space 3} 10.04426
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  40771.35
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6185

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4555607{col 26}{space 2} .0077909{col 37}{space 1}   58.47{col 46}{space 3}0.000{col 54}{space 4} .4402908{col 67}{space 3} .4708307
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1751603{col 26}{space 2} .0156378{col 37}{space 1}   11.20{col 46}{space 3}0.000{col 54}{space 4} .1445107{col 67}{space 3} .2058098
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.882052{col 26}{space 2} .0936499{col 37}{space 1}  105.52{col 46}{space 3}0.000{col 54}{space 4} 9.698502{col 67}{space 3}  10.0656
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  70127.43
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6185

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4555607{col 26}{space 2} .0305651{col 37}{space 1}   14.90{col 46}{space 3}0.000{col 54}{space 4} .3956542{col 67}{space 3} .5154672
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1751603{col 26}{space 2} .0275318{col 37}{space 1}    6.36{col 46}{space 3}0.000{col 54}{space 4}  .121199{col 67}{space 3} .2291215
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.882052{col 26}{space 2} .0891842{col 37}{space 1}  110.80{col 46}{space 3}0.000{col 54}{space 4} 9.707255{col 67}{space 3} 10.05685
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,372 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(104 real changes made)
(106 real changes made)
(94,808 real changes made)
(130,588 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2854

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5454745{col 26}{space 2} .0049744{col 37}{space 1}  109.66{col 46}{space 3}0.000{col 54}{space 4}  .535725{col 67}{space 3} .5552241
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2145896{col 26}{space 2} .0142566{col 37}{space 1}   15.05{col 46}{space 3}0.000{col 54}{space 4} .1866471{col 67}{space 3}  .242532
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01725{col 26}{space 2} .0793044{col 37}{space 1}  126.31{col 46}{space 3}0.000{col 54}{space 4} 9.861815{col 67}{space 3} 10.17268
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2854

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5454745{col 26}{space 2} .0210359{col 37}{space 1}   25.93{col 46}{space 3}0.000{col 54}{space 4} .5042449{col 67}{space 3} .5867042
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2145896{col 26}{space 2} .0220968{col 37}{space 1}    9.71{col 46}{space 3}0.000{col 54}{space 4} .1712806{col 67}{space 3} .2578985
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01725{col 26}{space 2}  .050567{col 37}{space 1}  198.10{col 46}{space 3}0.000{col 54}{space 4}  9.91814{col 67}{space 3} 10.11636
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  71598.65
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2854

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5454745{col 26}{space 2} .0054858{col 37}{space 1}   99.43{col 46}{space 3}0.000{col 54}{space 4} .5347226{col 67}{space 3} .5562265
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2145896{col 26}{space 2} .0112275{col 37}{space 1}   19.11{col 46}{space 3}0.000{col 54}{space 4} .1925841{col 67}{space 3}  .236595
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01725{col 26}{space 2} .0780527{col 37}{space 1}  128.34{col 46}{space 3}0.000{col 54}{space 4} 9.864269{col 67}{space 3} 10.17023
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  53669.75
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2854

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5454745{col 26}{space 2} .0264516{col 37}{space 1}   20.62{col 46}{space 3}0.000{col 54}{space 4} .4936304{col 67}{space 3} .5973187
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2145896{col 26}{space 2} .0246088{col 37}{space 1}    8.72{col 46}{space 3}0.000{col 54}{space 4} .1663573{col 67}{space 3} .2628218
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01725{col 26}{space 2} .0724497{col 37}{space 1}  138.26{col 46}{space 3}0.000{col 54}{space 4}  9.87525{col 67}{space 3} 10.15925
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,706 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(114 real changes made)
(94,562 real changes made)
(131,206 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5273

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5244511{col 26}{space 2} .0061065{col 37}{space 1}   85.88{col 46}{space 3}0.000{col 54}{space 4} .5124826{col 67}{space 3} .5364196
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2064983{col 26}{space 2} .0161718{col 37}{space 1}   12.77{col 46}{space 3}0.000{col 54}{space 4} .1748021{col 67}{space 3} .2381944
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06172{col 26}{space 2} .0958328{col 37}{space 1}  104.99{col 46}{space 3}0.000{col 54}{space 4} 9.873896{col 67}{space 3} 10.24955
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5273

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5244511{col 26}{space 2} .0255896{col 37}{space 1}   20.49{col 46}{space 3}0.000{col 54}{space 4} .4742965{col 67}{space 3} .5746057
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2064983{col 26}{space 2} .0305413{col 37}{space 1}    6.76{col 46}{space 3}0.000{col 54}{space 4} .1466383{col 67}{space 3} .2663582
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06172{col 26}{space 2} .0541904{col 37}{space 1}  185.67{col 46}{space 3}0.000{col 54}{space 4} 9.955514{col 67}{space 3} 10.16794
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  56381.61
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5273

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5244511{col 26}{space 2} .0067583{col 37}{space 1}   77.60{col 46}{space 3}0.000{col 54}{space 4} .5112051{col 67}{space 3} .5376971
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2064983{col 26}{space 2} .0146219{col 37}{space 1}   14.12{col 46}{space 3}0.000{col 54}{space 4} .1778398{col 67}{space 3} .2351567
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06172{col 26}{space 2} .1030565{col 37}{space 1}   97.63{col 46}{space 3}0.000{col 54}{space 4} 9.859738{col 67}{space 3} 10.26371
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  34364.65
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5273

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5244511{col 26}{space 2} .0262983{col 37}{space 1}   19.94{col 46}{space 3}0.000{col 54}{space 4} .4729075{col 67}{space 3} .5759948
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2064983{col 26}{space 2} .0271179{col 37}{space 1}    7.61{col 46}{space 3}0.000{col 54}{space 4} .1533482{col 67}{space 3} .2596483
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06172{col 26}{space 2} .0675319{col 37}{space 1}  148.99{col 46}{space 3}0.000{col 54}{space 4} 9.929365{col 67}{space 3} 10.19408
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,648 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(114 real changes made)
(95,048 real changes made)
(130,846 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4693

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5441603{col 26}{space 2} .0055001{col 37}{space 1}   98.94{col 46}{space 3}0.000{col 54}{space 4} .5333802{col 67}{space 3} .5549404
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2265402{col 26}{space 2} .0162321{col 37}{space 1}   13.96{col 46}{space 3}0.000{col 54}{space 4} .1947259{col 67}{space 3} .2583545
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.97055{col 26}{space 2} .0941648{col 37}{space 1}  105.88{col 46}{space 3}0.000{col 54}{space 4}  9.78599{col 67}{space 3} 10.15511
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4693

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5441603{col 26}{space 2} .0218832{col 37}{space 1}   24.87{col 46}{space 3}0.000{col 54}{space 4} .5012701{col 67}{space 3} .5870505
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2265402{col 26}{space 2} .0270627{col 37}{space 1}    8.37{col 46}{space 3}0.000{col 54}{space 4} .1734982{col 67}{space 3} .2795821
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.97055{col 26}{space 2} .0739539{col 37}{space 1}  134.82{col 46}{space 3}0.000{col 54}{space 4} 9.825603{col 67}{space 3}  10.1155
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  64727.92
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4693

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5441603{col 26}{space 2} .0049643{col 37}{space 1}  109.62{col 46}{space 3}0.000{col 54}{space 4} .5344305{col 67}{space 3} .5538901
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2265402{col 26}{space 2} .0157905{col 37}{space 1}   14.35{col 46}{space 3}0.000{col 54}{space 4} .1955914{col 67}{space 3}  .257489
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.97055{col 26}{space 2} .0845054{col 37}{space 1}  117.99{col 46}{space 3}0.000{col 54}{space 4} 9.804922{col 67}{space 3} 10.13618
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  23732.52
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4693

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5441603{col 26}{space 2} .0187632{col 37}{space 1}   29.00{col 46}{space 3}0.000{col 54}{space 4} .5073852{col 67}{space 3} .5809354
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2265402{col 26}{space 2} .0291808{col 37}{space 1}    7.76{col 46}{space 3}0.000{col 54}{space 4} .1693469{col 67}{space 3} .2837334
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.97055{col 26}{space 2} .0773865{col 37}{space 1}  128.84{col 46}{space 3}0.000{col 54}{space 4} 9.818875{col 67}{space 3} 10.12222
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,536 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(98 real changes made)
(88 real changes made)
(95,402 real changes made)
(129,790 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4824

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5084088{col 26}{space 2} .0060709{col 37}{space 1}   83.75{col 46}{space 3}0.000{col 54}{space 4} .4965101{col 67}{space 3} .5203075
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1774832{col 26}{space 2}  .018839{col 37}{space 1}    9.42{col 46}{space 3}0.000{col 54}{space 4} .1405594{col 67}{space 3}  .214407
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.914581{col 26}{space 2} .0925065{col 37}{space 1}  107.18{col 46}{space 3}0.000{col 54}{space 4} 9.733272{col 67}{space 3} 10.09589
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4824

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5084088{col 26}{space 2} .0243129{col 37}{space 1}   20.91{col 46}{space 3}0.000{col 54}{space 4} .4607564{col 67}{space 3} .5560611
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1774832{col 26}{space 2} .0210928{col 37}{space 1}    8.41{col 46}{space 3}0.000{col 54}{space 4} .1361421{col 67}{space 3} .2188243
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.914581{col 26}{space 2} .0555171{col 37}{space 1}  178.59{col 46}{space 3}0.000{col 54}{space 4}  9.80577{col 67}{space 3} 10.02339
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  63962.18
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4824

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5084088{col 26}{space 2} .0060719{col 37}{space 1}   83.73{col 46}{space 3}0.000{col 54}{space 4} .4965081{col 67}{space 3} .5203094
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1774832{col 26}{space 2} .0167568{col 37}{space 1}   10.59{col 46}{space 3}0.000{col 54}{space 4} .1446405{col 67}{space 3} .2103259
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.914581{col 26}{space 2} .0782132{col 37}{space 1}  126.76{col 46}{space 3}0.000{col 54}{space 4} 9.761286{col 67}{space 3} 10.06788
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  27108.03
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4824

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5084088{col 26}{space 2} .0266722{col 37}{space 1}   19.06{col 46}{space 3}0.000{col 54}{space 4} .4561323{col 67}{space 3} .5606853
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1774832{col 26}{space 2} .0240001{col 37}{space 1}    7.40{col 46}{space 3}0.000{col 54}{space 4} .1304438{col 67}{space 3} .2245226
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.914581{col 26}{space 2} .0899215{col 37}{space 1}  110.26{col 46}{space 3}0.000{col 54}{space 4} 9.738338{col 67}{space 3} 10.09082
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,036 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(112 real changes made)
(95,294 real changes made)
(131,076 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  2.051

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4929974{col 26}{space 2} .0088969{col 37}{space 1}   55.41{col 46}{space 3}0.000{col 54}{space 4} .4755598{col 67}{space 3} .5104349
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1408485{col 26}{space 2} .0207586{col 37}{space 1}    6.79{col 46}{space 3}0.000{col 54}{space 4} .1001624{col 67}{space 3} .1815346
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.877853{col 26}{space 2} .1297441{col 37}{space 1}   76.13{col 46}{space 3}0.000{col 54}{space 4} 9.623559{col 67}{space 3} 10.13215
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  2.051

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4929974{col 26}{space 2} .0399391{col 37}{space 1}   12.34{col 46}{space 3}0.000{col 54}{space 4} .4147182{col 67}{space 3} .5712765
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1408485{col 26}{space 2} .0401323{col 37}{space 1}    3.51{col 46}{space 3}0.000{col 54}{space 4} .0621906{col 67}{space 3} .2195064
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.877853{col 26}{space 2} .1068793{col 37}{space 1}   92.42{col 46}{space 3}0.000{col 54}{space 4} 9.668374{col 67}{space 3} 10.08733
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  26628.76
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  2.051

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4929974{col 26}{space 2} .0090707{col 37}{space 1}   54.35{col 46}{space 3}0.000{col 54}{space 4} .4752191{col 67}{space 3} .5107756
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1408485{col 26}{space 2} .0189426{col 37}{space 1}    7.44{col 46}{space 3}0.000{col 54}{space 4} .1037217{col 67}{space 3} .1779753
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.877853{col 26}{space 2} .1135158{col 37}{space 1}   87.02{col 46}{space 3}0.000{col 54}{space 4} 9.655366{col 67}{space 3} 10.10034
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}   9174.09
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  2.051

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4929974{col 26}{space 2} .0429092{col 37}{space 1}   11.49{col 46}{space 3}0.000{col 54}{space 4} .4088969{col 67}{space 3} .5770978
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1408485{col 26}{space 2} .0413949{col 37}{space 1}    3.40{col 46}{space 3}0.001{col 54}{space 4}  .059716{col 67}{space 3}  .221981
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.877853{col 26}{space 2} .2845891{col 37}{space 1}   34.71{col 46}{space 3}0.000{col 54}{space 4} 9.320069{col 67}{space 3} 10.43564
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,860 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(132 real changes made)
(95,208 real changes made)
(130,440 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7061

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5306395{col 26}{space 2} .0067359{col 37}{space 1}   78.78{col 46}{space 3}0.000{col 54}{space 4} .5174375{col 67}{space 3} .5438415
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .233452{col 26}{space 2} .0161382{col 37}{space 1}   14.47{col 46}{space 3}0.000{col 54}{space 4} .2018216{col 67}{space 3} .2650823
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0088{col 26}{space 2} .1087549{col 37}{space 1}   92.03{col 46}{space 3}0.000{col 54}{space 4} 9.795644{col 67}{space 3} 10.22196
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7061

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5306395{col 26}{space 2} .0276567{col 37}{space 1}   19.19{col 46}{space 3}0.000{col 54}{space 4} .4764333{col 67}{space 3} .5848457
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .233452{col 26}{space 2} .0213096{col 37}{space 1}   10.96{col 46}{space 3}0.000{col 54}{space 4}  .191686{col 67}{space 3} .2752179
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0088{col 26}{space 2} .0359461{col 37}{space 1}  278.44{col 46}{space 3}0.000{col 54}{space 4} 9.938347{col 67}{space 3} 10.07925
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  78649.00
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7061

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5306395{col 26}{space 2} .0067738{col 37}{space 1}   78.34{col 46}{space 3}0.000{col 54}{space 4} .5173632{col 67}{space 3} .5439158
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .233452{col 26}{space 2} .0163913{col 37}{space 1}   14.24{col 46}{space 3}0.000{col 54}{space 4} .2013255{col 67}{space 3} .2655784
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0088{col 26}{space 2} .0976639{col 37}{space 1}  102.48{col 46}{space 3}0.000{col 54}{space 4} 9.817382{col 67}{space 3} 10.20022
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  37809.61
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7061

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5306395{col 26}{space 2} .0281109{col 37}{space 1}   18.88{col 46}{space 3}0.000{col 54}{space 4} .4755431{col 67}{space 3} .5857359
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .233452{col 26}{space 2} .0219525{col 37}{space 1}   10.63{col 46}{space 3}0.000{col 54}{space 4} .1904259{col 67}{space 3}  .276478
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0088{col 26}{space 2} .0540476{col 37}{space 1}  185.18{col 46}{space 3}0.000{col 54}{space 4} 9.902868{col 67}{space 3} 10.11473
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,874 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(128 real changes made)
(95,270 real changes made)
(130,060 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.513

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5119534{col 26}{space 2} .0062859{col 37}{space 1}   81.44{col 46}{space 3}0.000{col 54}{space 4} .4996332{col 67}{space 3} .5242736
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2151448{col 26}{space 2}  .017121{col 37}{space 1}   12.57{col 46}{space 3}0.000{col 54}{space 4} .1815882{col 67}{space 3} .2487013
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.962596{col 26}{space 2} .0959334{col 37}{space 1}  103.85{col 46}{space 3}0.000{col 54}{space 4}  9.77457{col 67}{space 3} 10.15062
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.513

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5119534{col 26}{space 2}  .026578{col 37}{space 1}   19.26{col 46}{space 3}0.000{col 54}{space 4} .4598616{col 67}{space 3} .5640452
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2151448{col 26}{space 2} .0293421{col 37}{space 1}    7.33{col 46}{space 3}0.000{col 54}{space 4} .1576354{col 67}{space 3} .2726541
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.962596{col 26}{space 2} .0611934{col 37}{space 1}  162.81{col 46}{space 3}0.000{col 54}{space 4} 9.842659{col 67}{space 3} 10.08253
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  65768.27
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.513

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5119534{col 26}{space 2} .0060351{col 37}{space 1}   84.83{col 46}{space 3}0.000{col 54}{space 4} .5001249{col 67}{space 3} .5237819
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2151448{col 26}{space 2}  .017795{col 37}{space 1}   12.09{col 46}{space 3}0.000{col 54}{space 4} .1802672{col 67}{space 3} .2500223
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.962596{col 26}{space 2} .0883507{col 37}{space 1}  112.76{col 46}{space 3}0.000{col 54}{space 4} 9.789431{col 67}{space 3} 10.13576
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  35664.55
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.513

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5119534{col 26}{space 2} .0223578{col 37}{space 1}   22.90{col 46}{space 3}0.000{col 54}{space 4} .4681329{col 67}{space 3} .5557739
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2151448{col 26}{space 2} .0227045{col 37}{space 1}    9.48{col 46}{space 3}0.000{col 54}{space 4} .1706448{col 67}{space 3} .2596447
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.962596{col 26}{space 2} .0570284{col 37}{space 1}  174.70{col 46}{space 3}0.000{col 54}{space 4} 9.850822{col 67}{space 3} 10.07437
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,258 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(104 real changes made)
(132 real changes made)
(94,846 real changes made)
(130,292 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5441

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4946158{col 26}{space 2} .0061375{col 37}{space 1}   80.59{col 46}{space 3}0.000{col 54}{space 4} .4825865{col 67}{space 3} .5066452
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .177089{col 26}{space 2} .0179469{col 37}{space 1}    9.87{col 46}{space 3}0.000{col 54}{space 4} .1419137{col 67}{space 3} .2122643
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.849941{col 26}{space 2} .0955423{col 37}{space 1}  103.10{col 46}{space 3}0.000{col 54}{space 4} 9.662682{col 67}{space 3}  10.0372
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5441

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4946158{col 26}{space 2} .0231809{col 37}{space 1}   21.34{col 46}{space 3}0.000{col 54}{space 4} .4491821{col 67}{space 3} .5400496
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .177089{col 26}{space 2} .0310743{col 37}{space 1}    5.70{col 46}{space 3}0.000{col 54}{space 4} .1161846{col 67}{space 3} .2379935
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.849941{col 26}{space 2}  .107879{col 37}{space 1}   91.31{col 46}{space 3}0.000{col 54}{space 4} 9.638502{col 67}{space 3} 10.06138
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  57150.70
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5441

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4946158{col 26}{space 2} .0066325{col 37}{space 1}   74.57{col 46}{space 3}0.000{col 54}{space 4} .4816163{col 67}{space 3} .5076154
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .177089{col 26}{space 2} .0189402{col 37}{space 1}    9.35{col 46}{space 3}0.000{col 54}{space 4}  .139967{col 67}{space 3} .2142111
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.849941{col 26}{space 2} .1119885{col 37}{space 1}   87.95{col 46}{space 3}0.000{col 54}{space 4} 9.630448{col 67}{space 3} 10.06943
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  18495.06
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5441

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4946158{col 26}{space 2} .0224518{col 37}{space 1}   22.03{col 46}{space 3}0.000{col 54}{space 4} .4506112{col 67}{space 3} .5386205
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .177089{col 26}{space 2} .0247621{col 37}{space 1}    7.15{col 46}{space 3}0.000{col 54}{space 4} .1285563{col 67}{space 3} .2256218
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.849941{col 26}{space 2} .1170448{col 37}{space 1}   84.16{col 46}{space 3}0.000{col 54}{space 4} 9.620537{col 67}{space 3} 10.07934
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(159,108 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(66 real changes made)
(122 real changes made)
(95,080 real changes made)
(128,918 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6869

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5129404{col 26}{space 2} .0073593{col 37}{space 1}   69.70{col 46}{space 3}0.000{col 54}{space 4} .4985165{col 67}{space 3} .5273643
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1919308{col 26}{space 2} .0179223{col 37}{space 1}   10.71{col 46}{space 3}0.000{col 54}{space 4} .1568038{col 67}{space 3} .2270578
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.902584{col 26}{space 2} .1066698{col 37}{space 1}   92.83{col 46}{space 3}0.000{col 54}{space 4} 9.693515{col 67}{space 3} 10.11165
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6869

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5129404{col 26}{space 2} .0314506{col 37}{space 1}   16.31{col 46}{space 3}0.000{col 54}{space 4} .4512983{col 67}{space 3} .5745824
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1919308{col 26}{space 2} .0253285{col 37}{space 1}    7.58{col 46}{space 3}0.000{col 54}{space 4} .1422879{col 67}{space 3} .2415737
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.902584{col 26}{space 2} .0903139{col 37}{space 1}  109.65{col 46}{space 3}0.000{col 54}{space 4} 9.725572{col 67}{space 3}  10.0796
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  42856.37
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6869

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5129404{col 26}{space 2} .0076449{col 37}{space 1}   67.10{col 46}{space 3}0.000{col 54}{space 4} .4979566{col 67}{space 3} .5279241
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1919308{col 26}{space 2} .0176885{col 37}{space 1}   10.85{col 46}{space 3}0.000{col 54}{space 4}  .157262{col 67}{space 3} .2265996
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.902584{col 26}{space 2} .1017278{col 37}{space 1}   97.34{col 46}{space 3}0.000{col 54}{space 4} 9.703202{col 67}{space 3} 10.10197
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  19232.83
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6869

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5129404{col 26}{space 2} .0328699{col 37}{space 1}   15.61{col 46}{space 3}0.000{col 54}{space 4} .4485166{col 67}{space 3} .5773641
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1919308{col 26}{space 2} .0256806{col 37}{space 1}    7.47{col 46}{space 3}0.000{col 54}{space 4} .1415977{col 67}{space 3} .2422638
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.902584{col 26}{space 2} .0990821{col 37}{space 1}   99.94{col 46}{space 3}0.000{col 54}{space 4} 9.708387{col 67}{space 3} 10.09678
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,842 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(116 real changes made)
(96,314 real changes made)
(131,728 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4425

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5085103{col 26}{space 2} .0056869{col 37}{space 1}   89.42{col 46}{space 3}0.000{col 54}{space 4} .4973642{col 67}{space 3} .5196565
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1691312{col 26}{space 2}   .01652{col 37}{space 1}   10.24{col 46}{space 3}0.000{col 54}{space 4} .1367527{col 67}{space 3} .2015098
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.916171{col 26}{space 2} .0937695{col 37}{space 1}  105.75{col 46}{space 3}0.000{col 54}{space 4} 9.732386{col 67}{space 3} 10.09996
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4425

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5085103{col 26}{space 2} .0205784{col 37}{space 1}   24.71{col 46}{space 3}0.000{col 54}{space 4} .4681774{col 67}{space 3} .5488433
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1691312{col 26}{space 2} .0389455{col 37}{space 1}    4.34{col 46}{space 3}0.000{col 54}{space 4} .0927994{col 67}{space 3} .2454631
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.916171{col 26}{space 2}  .117539{col 37}{space 1}   84.36{col 46}{space 3}0.000{col 54}{space 4} 9.685799{col 67}{space 3} 10.14654
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  77488.44
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4425

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5085103{col 26}{space 2} .0052727{col 37}{space 1}   96.44{col 46}{space 3}0.000{col 54}{space 4}  .498176{col 67}{space 3} .5188446
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1691312{col 26}{space 2} .0147994{col 37}{space 1}   11.43{col 46}{space 3}0.000{col 54}{space 4} .1401249{col 67}{space 3} .1981376
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.916171{col 26}{space 2} .0940061{col 37}{space 1}  105.48{col 46}{space 3}0.000{col 54}{space 4} 9.731922{col 67}{space 3} 10.10042
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  29760.41
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4425

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5085103{col 26}{space 2}  .020651{col 37}{space 1}   24.62{col 46}{space 3}0.000{col 54}{space 4}  .468035{col 67}{space 3} .5489856
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1691312{col 26}{space 2}   .03015{col 37}{space 1}    5.61{col 46}{space 3}0.000{col 54}{space 4} .1100384{col 67}{space 3} .2282241
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.916171{col 26}{space 2} .1168961{col 37}{space 1}   84.83{col 46}{space 3}0.000{col 54}{space 4} 9.687059{col 67}{space 3} 10.14528
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(156,694 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(72 real changes made)
(130 real changes made)
(95,988 real changes made)
(129,522 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7932

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4695922{col 26}{space 2} .0084347{col 37}{space 1}   55.67{col 46}{space 3}0.000{col 54}{space 4} .4530605{col 67}{space 3} .4861239
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2104942{col 26}{space 2} .0167658{col 37}{space 1}   12.55{col 46}{space 3}0.000{col 54}{space 4} .1776339{col 67}{space 3} .2433546
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02914{col 26}{space 2} .1134283{col 37}{space 1}   88.42{col 46}{space 3}0.000{col 54}{space 4}  9.80682{col 67}{space 3} 10.25145
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7932

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4695922{col 26}{space 2} .0373612{col 37}{space 1}   12.57{col 46}{space 3}0.000{col 54}{space 4} .3963657{col 67}{space 3} .5428188
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2104942{col 26}{space 2} .0242581{col 37}{space 1}    8.68{col 46}{space 3}0.000{col 54}{space 4} .1629493{col 67}{space 3} .2580391
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02914{col 26}{space 2} .0703385{col 37}{space 1}  142.58{col 46}{space 3}0.000{col 54}{space 4} 9.891274{col 67}{space 3}   10.167
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  42094.15
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7932

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4695922{col 26}{space 2} .0077926{col 37}{space 1}   60.26{col 46}{space 3}0.000{col 54}{space 4} .4543191{col 67}{space 3} .4848654
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2104942{col 26}{space 2}  .020555{col 37}{space 1}   10.24{col 46}{space 3}0.000{col 54}{space 4} .1702071{col 67}{space 3} .2507814
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02914{col 26}{space 2} .1123259{col 37}{space 1}   89.29{col 46}{space 3}0.000{col 54}{space 4}  9.80898{col 67}{space 3} 10.24929
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  26573.45
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7932

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4695922{col 26}{space 2} .0367424{col 37}{space 1}   12.78{col 46}{space 3}0.000{col 54}{space 4} .3975783{col 67}{space 3} .5416061
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2104942{col 26}{space 2} .0224151{col 37}{space 1}    9.39{col 46}{space 3}0.000{col 54}{space 4} .1665614{col 67}{space 3}  .254427
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02914{col 26}{space 2}  .072172{col 37}{space 1}  138.96{col 46}{space 3}0.000{col 54}{space 4} 9.887681{col 67}{space 3} 10.17059
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,924 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(114 real changes made)
(94,652 real changes made)
(130,734 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8159

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .371375{col 26}{space 2} .0102325{col 37}{space 1}   36.29{col 46}{space 3}0.000{col 54}{space 4} .3513197{col 67}{space 3} .3914303
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1010822{col 26}{space 2} .0227881{col 37}{space 1}    4.44{col 46}{space 3}0.000{col 54}{space 4} .0564183{col 67}{space 3}  .145746
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.964175{col 26}{space 2} .1162029{col 37}{space 1}   85.75{col 46}{space 3}0.000{col 54}{space 4} 9.736421{col 67}{space 3} 10.19193
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8159

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .371375{col 26}{space 2} .0419335{col 37}{space 1}    8.86{col 46}{space 3}0.000{col 54}{space 4} .2891869{col 67}{space 3} .4535631
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1010822{col 26}{space 2} .0410437{col 37}{space 1}    2.46{col 46}{space 3}0.014{col 54}{space 4} .0206379{col 67}{space 3} .1815264
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.964175{col 26}{space 2} .0759241{col 37}{space 1}  131.24{col 46}{space 3}0.000{col 54}{space 4} 9.815367{col 67}{space 3} 10.11298
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  33187.60
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8159

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .371375{col 26}{space 2} .0090392{col 37}{space 1}   41.09{col 46}{space 3}0.000{col 54}{space 4} .3536586{col 67}{space 3} .3890914
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1010822{col 26}{space 2} .0231207{col 37}{space 1}    4.37{col 46}{space 3}0.000{col 54}{space 4} .0557664{col 67}{space 3} .1463979
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.964175{col 26}{space 2} .0948437{col 37}{space 1}  105.06{col 46}{space 3}0.000{col 54}{space 4} 9.778285{col 67}{space 3} 10.15007
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  46060.67
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8159

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .371375{col 26}{space 2}  .047408{col 37}{space 1}    7.83{col 46}{space 3}0.000{col 54}{space 4} .2784571{col 67}{space 3} .4642929
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1010822{col 26}{space 2}  .043119{col 37}{space 1}    2.34{col 46}{space 3}0.019{col 54}{space 4} .0165706{col 67}{space 3} .1855938
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.964175{col 26}{space 2} .0630657{col 37}{space 1}  158.00{col 46}{space 3}0.000{col 54}{space 4} 9.840569{col 67}{space 3} 10.08778
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,880 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(106 real changes made)
(94,980 real changes made)
(130,392 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7943

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5143407{col 26}{space 2} .0076535{col 37}{space 1}   67.20{col 46}{space 3}0.000{col 54}{space 4} .4993402{col 67}{space 3} .5293412
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1513758{col 26}{space 2} .0174498{col 37}{space 1}    8.67{col 46}{space 3}0.000{col 54}{space 4} .1171748{col 67}{space 3} .1855768
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.769684{col 26}{space 2}  .111208{col 37}{space 1}   87.85{col 46}{space 3}0.000{col 54}{space 4} 9.551721{col 67}{space 3} 9.987648
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7943

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5143407{col 26}{space 2} .0336831{col 37}{space 1}   15.27{col 46}{space 3}0.000{col 54}{space 4} .4483229{col 67}{space 3} .5803584
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1513758{col 26}{space 2} .0283121{col 37}{space 1}    5.35{col 46}{space 3}0.000{col 54}{space 4}  .095885{col 67}{space 3} .2068665
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.769684{col 26}{space 2} .0951121{col 37}{space 1}  102.72{col 46}{space 3}0.000{col 54}{space 4} 9.583268{col 67}{space 3} 9.956101
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  32514.49
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7943

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5143407{col 26}{space 2} .0076263{col 37}{space 1}   67.44{col 46}{space 3}0.000{col 54}{space 4} .4993935{col 67}{space 3} .5292879
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1513758{col 26}{space 2} .0169792{col 37}{space 1}    8.92{col 46}{space 3}0.000{col 54}{space 4} .1180972{col 67}{space 3} .1846543
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.769684{col 26}{space 2} .1238865{col 37}{space 1}   78.86{col 46}{space 3}0.000{col 54}{space 4} 9.526871{col 67}{space 3}  10.0125
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  20164.42
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7943

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5143407{col 26}{space 2}  .037257{col 37}{space 1}   13.81{col 46}{space 3}0.000{col 54}{space 4} .4413184{col 67}{space 3}  .587363
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1513758{col 26}{space 2}  .027351{col 37}{space 1}    5.53{col 46}{space 3}0.000{col 54}{space 4} .0977689{col 67}{space 3} .2049826
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.769684{col 26}{space 2} .1220647{col 37}{space 1}   80.04{col 46}{space 3}0.000{col 54}{space 4} 9.530442{col 67}{space 3} 10.00893
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,420 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(84 real changes made)
(95,624 real changes made)
(131,164 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4013

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4742091{col 26}{space 2} .0063074{col 37}{space 1}   75.18{col 46}{space 3}0.000{col 54}{space 4} .4618467{col 67}{space 3} .4865714
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1879918{col 26}{space 2} .0154165{col 37}{space 1}   12.19{col 46}{space 3}0.000{col 54}{space 4}  .157776{col 67}{space 3} .2182076
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.952211{col 26}{space 2} .0889959{col 37}{space 1}  111.83{col 46}{space 3}0.000{col 54}{space 4} 9.777782{col 67}{space 3} 10.12664
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4013

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4742091{col 26}{space 2} .0254334{col 37}{space 1}   18.65{col 46}{space 3}0.000{col 54}{space 4} .4243605{col 67}{space 3} .5240576
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1879918{col 26}{space 2} .0222701{col 37}{space 1}    8.44{col 46}{space 3}0.000{col 54}{space 4} .1443431{col 67}{space 3} .2316404
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.952211{col 26}{space 2} .0617605{col 37}{space 1}  161.14{col 46}{space 3}0.000{col 54}{space 4} 9.831162{col 67}{space 3} 10.07326
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  79084.98
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4013

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4742091{col 26}{space 2} .0071296{col 37}{space 1}   66.51{col 46}{space 3}0.000{col 54}{space 4} .4602353{col 67}{space 3} .4881829
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1879918{col 26}{space 2}  .015607{col 37}{space 1}   12.05{col 46}{space 3}0.000{col 54}{space 4} .1574027{col 67}{space 3} .2185809
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.952211{col 26}{space 2} .0929351{col 37}{space 1}  107.09{col 46}{space 3}0.000{col 54}{space 4} 9.770061{col 67}{space 3} 10.13436
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  21608.42
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4013

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4742091{col 26}{space 2} .0247907{col 37}{space 1}   19.13{col 46}{space 3}0.000{col 54}{space 4} .4256203{col 67}{space 3} .5227978
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1879918{col 26}{space 2} .0225405{col 37}{space 1}    8.34{col 46}{space 3}0.000{col 54}{space 4} .1438131{col 67}{space 3} .2321704
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.952211{col 26}{space 2} .0739449{col 37}{space 1}  134.59{col 46}{space 3}0.000{col 54}{space 4} 9.807281{col 67}{space 3} 10.09714
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,188 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(100 real changes made)
(128 real changes made)
(95,200 real changes made)
(130,576 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9327

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5198103{col 26}{space 2} .0081474{col 37}{space 1}   63.80{col 46}{space 3}0.000{col 54}{space 4} .5038416{col 67}{space 3} .5357789
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2234723{col 26}{space 2} .0225418{col 37}{space 1}    9.91{col 46}{space 3}0.000{col 54}{space 4} .1792912{col 67}{space 3} .2676534
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07046{col 26}{space 2} .1237104{col 37}{space 1}   81.40{col 46}{space 3}0.000{col 54}{space 4} 9.827995{col 67}{space 3} 10.31293
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9327

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5198103{col 26}{space 2} .0366057{col 37}{space 1}   14.20{col 46}{space 3}0.000{col 54}{space 4} .4480644{col 67}{space 3} .5915561
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2234723{col 26}{space 2} .0335886{col 37}{space 1}    6.65{col 46}{space 3}0.000{col 54}{space 4} .1576399{col 67}{space 3} .2893046
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07046{col 26}{space 2} .0863957{col 37}{space 1}  116.56{col 46}{space 3}0.000{col 54}{space 4}  9.90113{col 67}{space 3}  10.2398
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  35697.73
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9327

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5198103{col 26}{space 2} .0082651{col 37}{space 1}   62.89{col 46}{space 3}0.000{col 54}{space 4} .5036109{col 67}{space 3} .5360096
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2234723{col 26}{space 2} .0218232{col 37}{space 1}   10.24{col 46}{space 3}0.000{col 54}{space 4} .1806995{col 67}{space 3}  .266245
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07046{col 26}{space 2} .1103125{col 37}{space 1}   91.29{col 46}{space 3}0.000{col 54}{space 4} 9.854254{col 67}{space 3} 10.28667
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}   9812.24
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9327

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5198103{col 26}{space 2} .0379929{col 37}{space 1}   13.68{col 46}{space 3}0.000{col 54}{space 4} .4453456{col 67}{space 3} .5942749
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2234723{col 26}{space 2} .0334917{col 37}{space 1}    6.67{col 46}{space 3}0.000{col 54}{space 4} .1578298{col 67}{space 3} .2891147
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07046{col 26}{space 2} .1221657{col 37}{space 1}   82.43{col 46}{space 3}0.000{col 54}{space 4} 9.831022{col 67}{space 3}  10.3099
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,752 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(104 real changes made)
(108 real changes made)
(94,964 real changes made)
(130,246 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4209

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5014867{col 26}{space 2}  .006211{col 37}{space 1}   80.74{col 46}{space 3}0.000{col 54}{space 4} .4893133{col 67}{space 3}   .51366
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .241236{col 26}{space 2} .0177463{col 37}{space 1}   13.59{col 46}{space 3}0.000{col 54}{space 4} .2064538{col 67}{space 3} .2760181
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.875308{col 26}{space 2} .0896947{col 37}{space 1}  110.10{col 46}{space 3}0.000{col 54}{space 4} 9.699509{col 67}{space 3} 10.05111
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4209

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5014867{col 26}{space 2} .0251537{col 37}{space 1}   19.94{col 46}{space 3}0.000{col 54}{space 4} .4521862{col 67}{space 3} .5507871
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .241236{col 26}{space 2}  .026508{col 37}{space 1}    9.10{col 46}{space 3}0.000{col 54}{space 4} .1892813{col 67}{space 3} .2931906
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.875308{col 26}{space 2}   .06832{col 37}{space 1}  144.54{col 46}{space 3}0.000{col 54}{space 4} 9.741403{col 67}{space 3} 10.00921
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  57850.31
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4209

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5014867{col 26}{space 2} .0058433{col 37}{space 1}   85.82{col 46}{space 3}0.000{col 54}{space 4} .4900341{col 67}{space 3} .5129393
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .241236{col 26}{space 2} .0155788{col 37}{space 1}   15.48{col 46}{space 3}0.000{col 54}{space 4}  .210702{col 67}{space 3} .2717699
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.875308{col 26}{space 2} .0843568{col 37}{space 1}  117.07{col 46}{space 3}0.000{col 54}{space 4} 9.709972{col 67}{space 3} 10.04064
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  14726.93
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4209

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5014867{col 26}{space 2} .0203251{col 37}{space 1}   24.67{col 46}{space 3}0.000{col 54}{space 4} .4616502{col 67}{space 3} .5413232
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .241236{col 26}{space 2} .0221499{col 37}{space 1}   10.89{col 46}{space 3}0.000{col 54}{space 4}  .197823{col 67}{space 3} .2846489
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.875308{col 26}{space 2} .0863659{col 37}{space 1}  114.34{col 46}{space 3}0.000{col 54}{space 4} 9.706034{col 67}{space 3} 10.04458
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,796 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(132 real changes made)
(95,292 real changes made)
(131,048 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7518

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4873911{col 26}{space 2} .0076264{col 37}{space 1}   63.91{col 46}{space 3}0.000{col 54}{space 4} .4724437{col 67}{space 3} .5023385
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1889006{col 26}{space 2} .0198508{col 37}{space 1}    9.52{col 46}{space 3}0.000{col 54}{space 4} .1499938{col 67}{space 3} .2278075
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04965{col 26}{space 2}  .111187{col 37}{space 1}   90.39{col 46}{space 3}0.000{col 54}{space 4} 9.831731{col 67}{space 3} 10.26758
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7518

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4873911{col 26}{space 2}  .032536{col 37}{space 1}   14.98{col 46}{space 3}0.000{col 54}{space 4} .4236218{col 67}{space 3} .5511604
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1889006{col 26}{space 2} .0305489{col 37}{space 1}    6.18{col 46}{space 3}0.000{col 54}{space 4} .1290259{col 67}{space 3} .2487753
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04965{col 26}{space 2} .0738284{col 37}{space 1}  136.12{col 46}{space 3}0.000{col 54}{space 4} 9.904953{col 67}{space 3} 10.19435
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  38151.53
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7518

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4873911{col 26}{space 2} .0080207{col 37}{space 1}   60.77{col 46}{space 3}0.000{col 54}{space 4} .4716708{col 67}{space 3} .5031114
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1889006{col 26}{space 2} .0175882{col 37}{space 1}   10.74{col 46}{space 3}0.000{col 54}{space 4} .1544283{col 67}{space 3} .2233729
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04965{col 26}{space 2} .1102042{col 37}{space 1}   91.19{col 46}{space 3}0.000{col 54}{space 4} 9.833657{col 67}{space 3} 10.26565
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  35312.45
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7518

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4873911{col 26}{space 2} .0320114{col 37}{space 1}   15.23{col 46}{space 3}0.000{col 54}{space 4}   .42465{col 67}{space 3} .5501322
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1889006{col 26}{space 2} .0319685{col 37}{space 1}    5.91{col 46}{space 3}0.000{col 54}{space 4} .1262436{col 67}{space 3} .2515577
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04965{col 26}{space 2}  .084737{col 37}{space 1}  118.60{col 46}{space 3}0.000{col 54}{space 4} 9.883572{col 67}{space 3} 10.21574
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,246 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(106 real changes made)
(114 real changes made)
(94,968 real changes made)
(131,020 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2688

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4830432{col 26}{space 2} .0059279{col 37}{space 1}   81.49{col 46}{space 3}0.000{col 54}{space 4} .4714246{col 67}{space 3} .4946617
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1669695{col 26}{space 2} .0135193{col 37}{space 1}   12.35{col 46}{space 3}0.000{col 54}{space 4} .1404722{col 67}{space 3} .1934668
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.941357{col 26}{space 2} .0811199{col 37}{space 1}  122.55{col 46}{space 3}0.000{col 54}{space 4} 9.782365{col 67}{space 3} 10.10035
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2688

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4830432{col 26}{space 2}  .024117{col 37}{space 1}   20.03{col 46}{space 3}0.000{col 54}{space 4} .4357748{col 67}{space 3} .5303115
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1669695{col 26}{space 2} .0276228{col 37}{space 1}    6.04{col 46}{space 3}0.000{col 54}{space 4} .1128298{col 67}{space 3} .2211092
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.941357{col 26}{space 2} .0634168{col 37}{space 1}  156.76{col 46}{space 3}0.000{col 54}{space 4} 9.817063{col 67}{space 3} 10.06565
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  81678.11
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2688

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4830432{col 26}{space 2} .0064504{col 37}{space 1}   74.89{col 46}{space 3}0.000{col 54}{space 4} .4704007{col 67}{space 3} .4956857
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1669695{col 26}{space 2} .0116936{col 37}{space 1}   14.28{col 46}{space 3}0.000{col 54}{space 4} .1440504{col 67}{space 3} .1898886
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.941357{col 26}{space 2} .0763172{col 37}{space 1}  130.26{col 46}{space 3}0.000{col 54}{space 4} 9.791778{col 67}{space 3} 10.09094
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  30049.76
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2688

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4830432{col 26}{space 2} .0198621{col 37}{space 1}   24.32{col 46}{space 3}0.000{col 54}{space 4} .4441142{col 67}{space 3} .5219722
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1669695{col 26}{space 2}  .027517{col 37}{space 1}    6.07{col 46}{space 3}0.000{col 54}{space 4} .1130371{col 67}{space 3} .2209019
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.941357{col 26}{space 2} .0674675{col 37}{space 1}  147.35{col 46}{space 3}0.000{col 54}{space 4} 9.809123{col 67}{space 3} 10.07359
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,282 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(120 real changes made)
(94,804 real changes made)
(131,782 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4488

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5004198{col 26}{space 2} .0060657{col 37}{space 1}   82.50{col 46}{space 3}0.000{col 54}{space 4} .4885311{col 67}{space 3} .5123084
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2143656{col 26}{space 2} .0174836{col 37}{space 1}   12.26{col 46}{space 3}0.000{col 54}{space 4} .1800983{col 67}{space 3} .2486329
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.917613{col 26}{space 2} .0888577{col 37}{space 1}  111.61{col 46}{space 3}0.000{col 54}{space 4} 9.743455{col 67}{space 3} 10.09177
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4488

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5004198{col 26}{space 2} .0258684{col 37}{space 1}   19.34{col 46}{space 3}0.000{col 54}{space 4} .4497186{col 67}{space 3} .5511209
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2143656{col 26}{space 2} .0207956{col 37}{space 1}   10.31{col 46}{space 3}0.000{col 54}{space 4} .1736069{col 67}{space 3} .2551243
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.917613{col 26}{space 2} .0800238{col 37}{space 1}  123.93{col 46}{space 3}0.000{col 54}{space 4} 9.760769{col 67}{space 3} 10.07446
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  51550.70
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4488

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5004198{col 26}{space 2} .0067574{col 37}{space 1}   74.06{col 46}{space 3}0.000{col 54}{space 4} .4871755{col 67}{space 3}  .513664
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2143656{col 26}{space 2}  .016545{col 37}{space 1}   12.96{col 46}{space 3}0.000{col 54}{space 4} .1819379{col 67}{space 3} .2467933
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.917613{col 26}{space 2} .0922639{col 37}{space 1}  107.49{col 46}{space 3}0.000{col 54}{space 4} 9.736779{col 67}{space 3} 10.09845
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  17673.42
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4488

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5004198{col 26}{space 2} .0290259{col 37}{space 1}   17.24{col 46}{space 3}0.000{col 54}{space 4} .4435301{col 67}{space 3} .5573094
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2143656{col 26}{space 2} .0232744{col 37}{space 1}    9.21{col 46}{space 3}0.000{col 54}{space 4} .1687486{col 67}{space 3} .2599825
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.917613{col 26}{space 2} .0883991{col 37}{space 1}  112.19{col 46}{space 3}0.000{col 54}{space 4} 9.744354{col 67}{space 3} 10.09087
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,728 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(70 real changes made)
(114 real changes made)
(95,330 real changes made)
(129,976 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4264

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5406537{col 26}{space 2} .0056848{col 37}{space 1}   95.11{col 46}{space 3}0.000{col 54}{space 4} .5295118{col 67}{space 3} .5517956
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .215538{col 26}{space 2} .0162159{col 37}{space 1}   13.29{col 46}{space 3}0.000{col 54}{space 4} .1837553{col 67}{space 3} .2473206
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981188{col 26}{space 2} .0913462{col 37}{space 1}  109.27{col 46}{space 3}0.000{col 54}{space 4} 9.802153{col 67}{space 3} 10.16022
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4264

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5406537{col 26}{space 2} .0232701{col 37}{space 1}   23.23{col 46}{space 3}0.000{col 54}{space 4} .4950452{col 67}{space 3} .5862622
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .215538{col 26}{space 2}  .030293{col 37}{space 1}    7.12{col 46}{space 3}0.000{col 54}{space 4} .1561648{col 67}{space 3} .2749112
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981188{col 26}{space 2} .0670751{col 37}{space 1}  148.81{col 46}{space 3}0.000{col 54}{space 4} 9.849724{col 67}{space 3} 10.11265
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  57467.01
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4264

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5406537{col 26}{space 2} .0053428{col 37}{space 1}  101.19{col 46}{space 3}0.000{col 54}{space 4} .5301819{col 67}{space 3} .5511255
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .215538{col 26}{space 2} .0148891{col 37}{space 1}   14.48{col 46}{space 3}0.000{col 54}{space 4} .1863559{col 67}{space 3} .2447201
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981188{col 26}{space 2} .0859219{col 37}{space 1}  116.17{col 46}{space 3}0.000{col 54}{space 4} 9.812784{col 67}{space 3} 10.14959
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  44061.50
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4264

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5406537{col 26}{space 2} .0228249{col 37}{space 1}   23.69{col 46}{space 3}0.000{col 54}{space 4} .4959177{col 67}{space 3} .5853897
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .215538{col 26}{space 2} .0275715{col 37}{space 1}    7.82{col 46}{space 3}0.000{col 54}{space 4} .1614988{col 67}{space 3} .2695772
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981188{col 26}{space 2} .0710403{col 37}{space 1}  140.50{col 46}{space 3}0.000{col 54}{space 4} 9.841952{col 67}{space 3} 10.12042
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,300 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(102 real changes made)
(94,970 real changes made)
(129,692 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5256

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .502378{col 26}{space 2} .0068384{col 37}{space 1}   73.46{col 46}{space 3}0.000{col 54}{space 4} .4889749{col 67}{space 3} .5157811
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839238{col 26}{space 2} .0173165{col 37}{space 1}   10.62{col 46}{space 3}0.000{col 54}{space 4} .1499842{col 67}{space 3} .2178634
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.93662{col 26}{space 2} .0976392{col 37}{space 1}  101.77{col 46}{space 3}0.000{col 54}{space 4}  9.74525{col 67}{space 3} 10.12799
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5256

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .502378{col 26}{space 2} .0291226{col 37}{space 1}   17.25{col 46}{space 3}0.000{col 54}{space 4} .4452987{col 67}{space 3} .5594572
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839238{col 26}{space 2} .0231369{col 37}{space 1}    7.95{col 46}{space 3}0.000{col 54}{space 4} .1385762{col 67}{space 3} .2292713
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.93662{col 26}{space 2} .0542789{col 37}{space 1}  183.07{col 46}{space 3}0.000{col 54}{space 4} 9.830235{col 67}{space 3}   10.043
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  48478.22
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5256

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .502378{col 26}{space 2} .0063004{col 37}{space 1}   79.74{col 46}{space 3}0.000{col 54}{space 4} .4900295{col 67}{space 3} .5147265
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839238{col 26}{space 2} .0170819{col 37}{space 1}   10.77{col 46}{space 3}0.000{col 54}{space 4} .1504439{col 67}{space 3} .2174036
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.93662{col 26}{space 2}  .080016{col 37}{space 1}  124.18{col 46}{space 3}0.000{col 54}{space 4} 9.779791{col 67}{space 3} 10.09345
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  76599.95
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5256

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .502378{col 26}{space 2} .0323523{col 37}{space 1}   15.53{col 46}{space 3}0.000{col 54}{space 4} .4389686{col 67}{space 3} .5657874
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839238{col 26}{space 2} .0283155{col 37}{space 1}    6.50{col 46}{space 3}0.000{col 54}{space 4} .1284264{col 67}{space 3} .2394212
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.93662{col 26}{space 2} .0504182{col 37}{space 1}  197.08{col 46}{space 3}0.000{col 54}{space 4} 9.837802{col 67}{space 3} 10.03544
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(169,822 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(94 real changes made)
(126 real changes made)
(94,984 real changes made)
(131,972 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3839

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5269909{col 26}{space 2} .0054789{col 37}{space 1}   96.19{col 46}{space 3}0.000{col 54}{space 4} .5162524{col 67}{space 3} .5377293
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2528229{col 26}{space 2} .0157704{col 37}{space 1}   16.03{col 46}{space 3}0.000{col 54}{space 4} .2219134{col 67}{space 3} .2837325
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06154{col 26}{space 2} .0870296{col 37}{space 1}  115.61{col 46}{space 3}0.000{col 54}{space 4} 9.890967{col 67}{space 3} 10.23212
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3839

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5269909{col 26}{space 2} .0224096{col 37}{space 1}   23.52{col 46}{space 3}0.000{col 54}{space 4} .4830688{col 67}{space 3}  .570913
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2528229{col 26}{space 2} .0249345{col 37}{space 1}   10.14{col 46}{space 3}0.000{col 54}{space 4} .2039523{col 67}{space 3} .3016936
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06154{col 26}{space 2} .0416851{col 37}{space 1}  241.37{col 46}{space 3}0.000{col 54}{space 4}  9.97984{col 67}{space 3} 10.14324
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  60704.68
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3839

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5269909{col 26}{space 2} .0059771{col 37}{space 1}   88.17{col 46}{space 3}0.000{col 54}{space 4}  .515276{col 67}{space 3} .5387057
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2528229{col 26}{space 2} .0146003{col 37}{space 1}   17.32{col 46}{space 3}0.000{col 54}{space 4} .2242068{col 67}{space 3} .2814391
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06154{col 26}{space 2}  .090963{col 37}{space 1}  110.61{col 46}{space 3}0.000{col 54}{space 4} 9.883258{col 67}{space 3} 10.23983
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  56230.34
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3839

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5269909{col 26}{space 2} .0217907{col 37}{space 1}   24.18{col 46}{space 3}0.000{col 54}{space 4} .4842819{col 67}{space 3} .5696998
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2528229{col 26}{space 2} .0240377{col 37}{space 1}   10.52{col 46}{space 3}0.000{col 54}{space 4}   .20571{col 67}{space 3} .2999359
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06154{col 26}{space 2} .0427882{col 37}{space 1}  235.15{col 46}{space 3}0.000{col 54}{space 4} 9.977678{col 67}{space 3} 10.14541
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,436 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(64 real changes made)
(110 real changes made)
(95,630 real changes made)
(131,312 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3937

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5161651{col 26}{space 2}  .005901{col 37}{space 1}   87.47{col 46}{space 3}0.000{col 54}{space 4} .5045994{col 67}{space 3} .5277309
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1802003{col 26}{space 2}  .015283{col 37}{space 1}   11.79{col 46}{space 3}0.000{col 54}{space 4} .1502461{col 67}{space 3} .2101545
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.881138{col 26}{space 2}  .089304{col 37}{space 1}  110.65{col 46}{space 3}0.000{col 54}{space 4} 9.706105{col 67}{space 3} 10.05617
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3937

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5161651{col 26}{space 2} .0235485{col 37}{space 1}   21.92{col 46}{space 3}0.000{col 54}{space 4} .4700109{col 67}{space 3} .5623193
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1802003{col 26}{space 2} .0248483{col 37}{space 1}    7.25{col 46}{space 3}0.000{col 54}{space 4} .1314985{col 67}{space 3} .2289021
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.881138{col 26}{space 2} .0667491{col 37}{space 1}  148.03{col 46}{space 3}0.000{col 54}{space 4} 9.750312{col 67}{space 3} 10.01196
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  99770.08
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3937

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5161651{col 26}{space 2} .0067175{col 37}{space 1}   76.84{col 46}{space 3}0.000{col 54}{space 4} .5029991{col 67}{space 3} .5293311
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1802003{col 26}{space 2} .0135117{col 37}{space 1}   13.34{col 46}{space 3}0.000{col 54}{space 4} .1537178{col 67}{space 3} .2066828
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.881138{col 26}{space 2} .1048548{col 37}{space 1}   94.24{col 46}{space 3}0.000{col 54}{space 4} 9.675626{col 67}{space 3} 10.08665
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  54644.58
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3937

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5161651{col 26}{space 2} .0268291{col 37}{space 1}   19.24{col 46}{space 3}0.000{col 54}{space 4}  .463581{col 67}{space 3} .5687492
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1802003{col 26}{space 2} .0285433{col 37}{space 1}    6.31{col 46}{space 3}0.000{col 54}{space 4} .1242564{col 67}{space 3} .2361442
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.881138{col 26}{space 2} .0690728{col 37}{space 1}  143.05{col 46}{space 3}0.000{col 54}{space 4} 9.745758{col 67}{space 3} 10.01652
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,620 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(96 real changes made)
(114 real changes made)
(96,516 real changes made)
(131,106 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2958

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4600897{col 26}{space 2} .0059424{col 37}{space 1}   77.43{col 46}{space 3}0.000{col 54}{space 4} .4484429{col 67}{space 3} .4717366
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1864865{col 26}{space 2} .0140418{col 37}{space 1}   13.28{col 46}{space 3}0.000{col 54}{space 4} .1589651{col 67}{space 3}  .214008
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.942073{col 26}{space 2} .0833255{col 37}{space 1}  119.32{col 46}{space 3}0.000{col 54}{space 4} 9.778758{col 67}{space 3} 10.10539
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2958

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4600897{col 26}{space 2} .0220506{col 37}{space 1}   20.87{col 46}{space 3}0.000{col 54}{space 4} .4168713{col 67}{space 3} .5033082
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1864865{col 26}{space 2} .0273858{col 37}{space 1}    6.81{col 46}{space 3}0.000{col 54}{space 4} .1328113{col 67}{space 3} .2401618
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.942073{col 26}{space 2} .0723297{col 37}{space 1}  137.46{col 46}{space 3}0.000{col 54}{space 4}  9.80031{col 67}{space 3} 10.08384
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  74588.09
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2958

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4600897{col 26}{space 2} .0052025{col 37}{space 1}   88.44{col 46}{space 3}0.000{col 54}{space 4}  .449893{col 67}{space 3} .4702865
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1864865{col 26}{space 2} .0126587{col 37}{space 1}   14.73{col 46}{space 3}0.000{col 54}{space 4} .1616759{col 67}{space 3} .2112972
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.942073{col 26}{space 2} .0813203{col 37}{space 1}  122.26{col 46}{space 3}0.000{col 54}{space 4} 9.782688{col 67}{space 3} 10.10146
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  69384.82
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2958

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4600897{col 26}{space 2} .0225043{col 37}{space 1}   20.44{col 46}{space 3}0.000{col 54}{space 4} .4159821{col 67}{space 3} .5041974
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1864865{col 26}{space 2}  .025162{col 37}{space 1}    7.41{col 46}{space 3}0.000{col 54}{space 4} .1371699{col 67}{space 3} .2358032
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.942073{col 26}{space 2} .0443583{col 37}{space 1}  224.13{col 46}{space 3}0.000{col 54}{space 4} 9.855133{col 67}{space 3} 10.02901
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,574 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(64 real changes made)
(142 real changes made)
(95,714 real changes made)
(130,896 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7121

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5243258{col 26}{space 2} .0068998{col 37}{space 1}   75.99{col 46}{space 3}0.000{col 54}{space 4} .5108023{col 67}{space 3} .5378492
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2489411{col 26}{space 2} .0196197{col 37}{space 1}   12.69{col 46}{space 3}0.000{col 54}{space 4} .2104872{col 67}{space 3}  .287395
{txt}{space 9}itt {c |}{col 14}{res}{space 2}   9.9959{col 26}{space 2} .1112234{col 37}{space 1}   89.87{col 46}{space 3}0.000{col 54}{space 4} 9.777906{col 67}{space 3} 10.21389
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7121

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5243258{col 26}{space 2}  .029399{col 37}{space 1}   17.83{col 46}{space 3}0.000{col 54}{space 4} .4667047{col 67}{space 3} .5819468
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2489411{col 26}{space 2} .0274256{col 37}{space 1}    9.08{col 46}{space 3}0.000{col 54}{space 4}  .195188{col 67}{space 3} .3026942
{txt}{space 9}itt {c |}{col 14}{res}{space 2}   9.9959{col 26}{space 2} .0755969{col 37}{space 1}  132.23{col 46}{space 3}0.000{col 54}{space 4} 9.847733{col 67}{space 3} 10.14407
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  50287.72
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7121

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5243258{col 26}{space 2} .0065062{col 37}{space 1}   80.59{col 46}{space 3}0.000{col 54}{space 4} .5115738{col 67}{space 3} .5370778
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2489411{col 26}{space 2} .0201141{col 37}{space 1}   12.38{col 46}{space 3}0.000{col 54}{space 4} .2095182{col 67}{space 3}  .288364
{txt}{space 9}itt {c |}{col 14}{res}{space 2}   9.9959{col 26}{space 2} .1131902{col 37}{space 1}   88.31{col 46}{space 3}0.000{col 54}{space 4} 9.774051{col 67}{space 3} 10.21775
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  10627.14
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7121

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5243258{col 26}{space 2} .0289442{col 37}{space 1}   18.12{col 46}{space 3}0.000{col 54}{space 4} .4675962{col 67}{space 3} .5810553
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2489411{col 26}{space 2} .0312188{col 37}{space 1}    7.97{col 46}{space 3}0.000{col 54}{space 4} .1877535{col 67}{space 3} .3101287
{txt}{space 9}itt {c |}{col 14}{res}{space 2}   9.9959{col 26}{space 2} .1114093{col 37}{space 1}   89.72{col 46}{space 3}0.000{col 54}{space 4} 9.777542{col 67}{space 3} 10.21426
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,632 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(106 real changes made)
(93,992 real changes made)
(130,308 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6391

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .505617{col 26}{space 2} .0068483{col 37}{space 1}   73.83{col 46}{space 3}0.000{col 54}{space 4} .4921946{col 67}{space 3} .5190395
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1975315{col 26}{space 2} .0161919{col 37}{space 1}   12.20{col 46}{space 3}0.000{col 54}{space 4} .1657961{col 67}{space 3}  .229267
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.995271{col 26}{space 2} .1025814{col 37}{space 1}   97.44{col 46}{space 3}0.000{col 54}{space 4} 9.794215{col 67}{space 3} 10.19633
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6391

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .505617{col 26}{space 2} .0299773{col 37}{space 1}   16.87{col 46}{space 3}0.000{col 54}{space 4} .4468626{col 67}{space 3} .5643715
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1975315{col 26}{space 2}   .02175{col 37}{space 1}    9.08{col 46}{space 3}0.000{col 54}{space 4} .1549024{col 67}{space 3} .2401607
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.995271{col 26}{space 2} .0613401{col 37}{space 1}  162.95{col 46}{space 3}0.000{col 54}{space 4} 9.875047{col 67}{space 3}  10.1155
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  40523.95
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6391

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .505617{col 26}{space 2} .0069232{col 37}{space 1}   73.03{col 46}{space 3}0.000{col 54}{space 4} .4920478{col 67}{space 3} .5191863
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1975315{col 26}{space 2}  .016022{col 37}{space 1}   12.33{col 46}{space 3}0.000{col 54}{space 4} .1661291{col 67}{space 3}  .228934
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.995271{col 26}{space 2}  .092162{col 37}{space 1}  108.45{col 46}{space 3}0.000{col 54}{space 4} 9.814637{col 67}{space 3} 10.17591
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  48094.96
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6391

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .505617{col 26}{space 2} .0346542{col 37}{space 1}   14.59{col 46}{space 3}0.000{col 54}{space 4}  .437696{col 67}{space 3} .5735381
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1975315{col 26}{space 2} .0223491{col 37}{space 1}    8.84{col 46}{space 3}0.000{col 54}{space 4}  .153728{col 67}{space 3}  .241335
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.995271{col 26}{space 2} .0558528{col 37}{space 1}  178.96{col 46}{space 3}0.000{col 54}{space 4} 9.885802{col 67}{space 3} 10.10474
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,096 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(100 real changes made)
(95,786 real changes made)
(130,748 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7845

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5169407{col 26}{space 2}  .007523{col 37}{space 1}   68.71{col 46}{space 3}0.000{col 54}{space 4} .5021959{col 67}{space 3} .5316856
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2372822{col 26}{space 2} .0178558{col 37}{space 1}   13.29{col 46}{space 3}0.000{col 54}{space 4} .2022855{col 67}{space 3} .2722789
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.956807{col 26}{space 2} .1133126{col 37}{space 1}   87.87{col 46}{space 3}0.000{col 54}{space 4} 9.734718{col 67}{space 3}  10.1789
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7845

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5169407{col 26}{space 2} .0321973{col 37}{space 1}   16.06{col 46}{space 3}0.000{col 54}{space 4} .4538352{col 67}{space 3} .5800463
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2372822{col 26}{space 2} .0226823{col 37}{space 1}   10.46{col 46}{space 3}0.000{col 54}{space 4} .1928258{col 67}{space 3} .2817386
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.956807{col 26}{space 2} .0828192{col 37}{space 1}  120.22{col 46}{space 3}0.000{col 54}{space 4} 9.794484{col 67}{space 3} 10.11913
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  36480.90
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7845

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5169407{col 26}{space 2}  .006487{col 37}{space 1}   79.69{col 46}{space 3}0.000{col 54}{space 4} .5042265{col 67}{space 3} .5296549
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2372822{col 26}{space 2} .0153837{col 37}{space 1}   15.42{col 46}{space 3}0.000{col 54}{space 4} .2071308{col 67}{space 3} .2674336
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.956807{col 26}{space 2}  .088851{col 37}{space 1}  112.06{col 46}{space 3}0.000{col 54}{space 4} 9.782662{col 67}{space 3} 10.13095
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  11064.61
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7845

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5169407{col 26}{space 2} .0325519{col 37}{space 1}   15.88{col 46}{space 3}0.000{col 54}{space 4} .4531402{col 67}{space 3} .5807412
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2372822{col 26}{space 2} .0236085{col 37}{space 1}   10.05{col 46}{space 3}0.000{col 54}{space 4} .1910104{col 67}{space 3}  .283554
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.956807{col 26}{space 2}  .111938{col 37}{space 1}   88.95{col 46}{space 3}0.000{col 54}{space 4} 9.737412{col 67}{space 3}  10.1762
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,610 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(100 real changes made)
(118 real changes made)
(94,992 real changes made)
(130,728 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6633

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4907262{col 26}{space 2} .0071549{col 37}{space 1}   68.59{col 46}{space 3}0.000{col 54}{space 4} .4767029{col 67}{space 3} .5047495
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2138156{col 26}{space 2} .0186256{col 37}{space 1}   11.48{col 46}{space 3}0.000{col 54}{space 4} .1773102{col 67}{space 3} .2503211
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.990597{col 26}{space 2} .1045419{col 37}{space 1}   95.57{col 46}{space 3}0.000{col 54}{space 4} 9.785698{col 67}{space 3}  10.1955
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6633

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4907262{col 26}{space 2} .0305863{col 37}{space 1}   16.04{col 46}{space 3}0.000{col 54}{space 4} .4307781{col 67}{space 3} .5506743
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2138156{col 26}{space 2} .0266252{col 37}{space 1}    8.03{col 46}{space 3}0.000{col 54}{space 4} .1616312{col 67}{space 3} .2660001
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.990597{col 26}{space 2} .0541269{col 37}{space 1}  184.58{col 46}{space 3}0.000{col 54}{space 4}  9.88451{col 67}{space 3} 10.09668
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  54436.06
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6633

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4907262{col 26}{space 2} .0074545{col 37}{space 1}   65.83{col 46}{space 3}0.000{col 54}{space 4} .4761155{col 67}{space 3} .5053368
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2138156{col 26}{space 2} .0213742{col 37}{space 1}   10.00{col 46}{space 3}0.000{col 54}{space 4} .1719231{col 67}{space 3} .2557082
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.990597{col 26}{space 2} .1157252{col 37}{space 1}   86.33{col 46}{space 3}0.000{col 54}{space 4}  9.76378{col 67}{space 3} 10.21741
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  25134.37
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6633

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4907262{col 26}{space 2}  .030793{col 37}{space 1}   15.94{col 46}{space 3}0.000{col 54}{space 4} .4303729{col 67}{space 3} .5510794
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2138156{col 26}{space 2} .0309355{col 37}{space 1}    6.91{col 46}{space 3}0.000{col 54}{space 4} .1531831{col 67}{space 3} .2744482
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.990597{col 26}{space 2}  .064704{col 37}{space 1}  154.40{col 46}{space 3}0.000{col 54}{space 4} 9.863779{col 67}{space 3} 10.11741
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,720 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(70 real changes made)
(120 real changes made)
(94,492 real changes made)
(130,804 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3027

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4818631{col 26}{space 2} .0059228{col 37}{space 1}   81.36{col 46}{space 3}0.000{col 54}{space 4} .4702546{col 67}{space 3} .4934716
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1892598{col 26}{space 2} .0140042{col 37}{space 1}   13.51{col 46}{space 3}0.000{col 54}{space 4}  .161812{col 67}{space 3} .2167076
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03335{col 26}{space 2} .0830298{col 37}{space 1}  120.84{col 46}{space 3}0.000{col 54}{space 4} 9.870613{col 67}{space 3} 10.19608
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3027

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4818631{col 26}{space 2} .0238496{col 37}{space 1}   20.20{col 46}{space 3}0.000{col 54}{space 4} .4351187{col 67}{space 3} .5286075
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1892598{col 26}{space 2}  .025293{col 37}{space 1}    7.48{col 46}{space 3}0.000{col 54}{space 4} .1396865{col 67}{space 3} .2388331
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03335{col 26}{space 2} .0874012{col 37}{space 1}  114.80{col 46}{space 3}0.000{col 54}{space 4} 9.862046{col 67}{space 3} 10.20465
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  57484.22
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3027

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4818631{col 26}{space 2}  .006213{col 37}{space 1}   77.56{col 46}{space 3}0.000{col 54}{space 4} .4696859{col 67}{space 3} .4940403
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1892598{col 26}{space 2} .0108741{col 37}{space 1}   17.40{col 46}{space 3}0.000{col 54}{space 4}  .167947{col 67}{space 3} .2105726
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03335{col 26}{space 2} .0834643{col 37}{space 1}  120.21{col 46}{space 3}0.000{col 54}{space 4} 9.869762{col 67}{space 3} 10.19694
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  19529.48
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3027

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4818631{col 26}{space 2}  .023714{col 37}{space 1}   20.32{col 46}{space 3}0.000{col 54}{space 4} .4353845{col 67}{space 3} .5283417
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1892598{col 26}{space 2} .0276312{col 37}{space 1}    6.85{col 46}{space 3}0.000{col 54}{space 4} .1351037{col 67}{space 3} .2434159
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03335{col 26}{space 2} .1019785{col 37}{space 1}   98.39{col 46}{space 3}0.000{col 54}{space 4} 9.833475{col 67}{space 3} 10.23322
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(159,658 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(98 real changes made)
(98 real changes made)
(94,618 real changes made)
(129,556 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8477

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4462159{col 26}{space 2} .0092143{col 37}{space 1}   48.43{col 46}{space 3}0.000{col 54}{space 4} .4281562{col 67}{space 3} .4642756
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1739455{col 26}{space 2} .0186393{col 37}{space 1}    9.33{col 46}{space 3}0.000{col 54}{space 4} .1374132{col 67}{space 3} .2104778
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.92219{col 26}{space 2} .1197372{col 37}{space 1}   82.87{col 46}{space 3}0.000{col 54}{space 4} 9.687509{col 67}{space 3} 10.15687
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8477

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4462159{col 26}{space 2} .0408378{col 37}{space 1}   10.93{col 46}{space 3}0.000{col 54}{space 4} .3661752{col 67}{space 3} .5262566
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1739455{col 26}{space 2} .0271584{col 37}{space 1}    6.40{col 46}{space 3}0.000{col 54}{space 4} .1207161{col 67}{space 3}  .227175
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.92219{col 26}{space 2} .0676711{col 37}{space 1}  146.62{col 46}{space 3}0.000{col 54}{space 4} 9.789557{col 67}{space 3} 10.05482
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  21468.65
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8477

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4462159{col 26}{space 2} .0093851{col 37}{space 1}   47.54{col 46}{space 3}0.000{col 54}{space 4} .4278214{col 67}{space 3} .4646104
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1739455{col 26}{space 2} .0183535{col 37}{space 1}    9.48{col 46}{space 3}0.000{col 54}{space 4} .1379733{col 67}{space 3} .2099178
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.92219{col 26}{space 2} .1329612{col 37}{space 1}   74.62{col 46}{space 3}0.000{col 54}{space 4}  9.66159{col 67}{space 3} 10.18279
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  13358.32
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8477

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4462159{col 26}{space 2} .0380698{col 37}{space 1}   11.72{col 46}{space 3}0.000{col 54}{space 4} .3716005{col 67}{space 3} .5208313
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1739455{col 26}{space 2} .0262826{col 37}{space 1}    6.62{col 46}{space 3}0.000{col 54}{space 4} .1224326{col 67}{space 3} .2254584
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.92219{col 26}{space 2}  .089376{col 37}{space 1}  111.02{col 46}{space 3}0.000{col 54}{space 4} 9.747016{col 67}{space 3} 10.09736
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,076 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(134 real changes made)
(94,736 real changes made)
(130,734 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4191

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4598125{col 26}{space 2} .0066107{col 37}{space 1}   69.56{col 46}{space 3}0.000{col 54}{space 4} .4468558{col 67}{space 3} .4727692
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1714367{col 26}{space 2} .0151596{col 37}{space 1}   11.31{col 46}{space 3}0.000{col 54}{space 4} .1417245{col 67}{space 3}  .201149
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.97882{col 26}{space 2}  .089805{col 37}{space 1}  111.12{col 46}{space 3}0.000{col 54}{space 4} 9.802805{col 67}{space 3} 10.15483
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4191

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4598125{col 26}{space 2} .0267453{col 37}{space 1}   17.19{col 46}{space 3}0.000{col 54}{space 4} .4073927{col 67}{space 3} .5122322
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1714367{col 26}{space 2} .0320239{col 37}{space 1}    5.35{col 46}{space 3}0.000{col 54}{space 4}  .108671{col 67}{space 3} .2342025
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.97882{col 26}{space 2} .0493335{col 37}{space 1}  202.27{col 46}{space 3}0.000{col 54}{space 4} 9.882128{col 67}{space 3} 10.07551
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  67145.54
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4191

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4598125{col 26}{space 2} .0071385{col 37}{space 1}   64.41{col 46}{space 3}0.000{col 54}{space 4} .4458213{col 67}{space 3} .4738036
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1714367{col 26}{space 2} .0145761{col 37}{space 1}   11.76{col 46}{space 3}0.000{col 54}{space 4} .1428682{col 67}{space 3} .2000053
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.97882{col 26}{space 2} .0962747{col 37}{space 1}  103.65{col 46}{space 3}0.000{col 54}{space 4} 9.790125{col 67}{space 3} 10.16751
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  75750.15
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4191

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4598125{col 26}{space 2} .0223928{col 37}{space 1}   20.53{col 46}{space 3}0.000{col 54}{space 4} .4159234{col 67}{space 3} .5037015
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1714367{col 26}{space 2} .0255991{col 37}{space 1}    6.70{col 46}{space 3}0.000{col 54}{space 4} .1212634{col 67}{space 3} .2216101
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.97882{col 26}{space 2}  .052165{col 37}{space 1}  191.29{col 46}{space 3}0.000{col 54}{space 4} 9.876578{col 67}{space 3} 10.08106
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,960 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(98 real changes made)
(124 real changes made)
(94,520 real changes made)
(130,008 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5243

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5105365{col 26}{space 2} .0062957{col 37}{space 1}   81.09{col 46}{space 3}0.000{col 54}{space 4} .4981972{col 67}{space 3} .5228758
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2473474{col 26}{space 2} .0225791{col 37}{space 1}   10.95{col 46}{space 3}0.000{col 54}{space 4} .2030932{col 67}{space 3} .2916016
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04251{col 26}{space 2} .0942217{col 37}{space 1}  106.58{col 46}{space 3}0.000{col 54}{space 4}  9.85784{col 67}{space 3} 10.22718
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5243

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5105365{col 26}{space 2} .0263745{col 37}{space 1}   19.36{col 46}{space 3}0.000{col 54}{space 4} .4588434{col 67}{space 3} .5622297
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2473474{col 26}{space 2}  .022429{col 37}{space 1}   11.03{col 46}{space 3}0.000{col 54}{space 4} .2033874{col 67}{space 3} .2913074
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04251{col 26}{space 2} .0449121{col 37}{space 1}  223.60{col 46}{space 3}0.000{col 54}{space 4} 9.954485{col 67}{space 3} 10.13054
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  87997.80
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5243

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5105365{col 26}{space 2}  .006063{col 37}{space 1}   84.21{col 46}{space 3}0.000{col 54}{space 4} .4986533{col 67}{space 3} .5224198
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2473474{col 26}{space 2} .0218415{col 37}{space 1}   11.32{col 46}{space 3}0.000{col 54}{space 4} .2045389{col 67}{space 3} .2901559
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04251{col 26}{space 2} .0774662{col 37}{space 1}  129.64{col 46}{space 3}0.000{col 54}{space 4}  9.89068{col 67}{space 3} 10.19434
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  52509.73
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5243

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5105365{col 26}{space 2} .0235084{col 37}{space 1}   21.72{col 46}{space 3}0.000{col 54}{space 4} .4644609{col 67}{space 3} .5566121
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2473474{col 26}{space 2} .0197523{col 37}{space 1}   12.52{col 46}{space 3}0.000{col 54}{space 4} .2086337{col 67}{space 3} .2860611
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04251{col 26}{space 2} .0629289{col 37}{space 1}  159.59{col 46}{space 3}0.000{col 54}{space 4} 9.919173{col 67}{space 3} 10.16585
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(170,702 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(100 real changes made)
(94,752 real changes made)
(131,930 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5416

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5301732{col 26}{space 2} .0061426{col 37}{space 1}   86.31{col 46}{space 3}0.000{col 54}{space 4} .5181339{col 67}{space 3} .5422125
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .212361{col 26}{space 2} .0192125{col 37}{space 1}   11.05{col 46}{space 3}0.000{col 54}{space 4} .1747052{col 67}{space 3} .2500167
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.905922{col 26}{space 2}  .095702{col 37}{space 1}  103.51{col 46}{space 3}0.000{col 54}{space 4} 9.718349{col 67}{space 3} 10.09349
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5416

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5301732{col 26}{space 2} .0253513{col 37}{space 1}   20.91{col 46}{space 3}0.000{col 54}{space 4} .4804855{col 67}{space 3} .5798609
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .212361{col 26}{space 2} .0229031{col 37}{space 1}    9.27{col 46}{space 3}0.000{col 54}{space 4} .1674718{col 67}{space 3} .2572502
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.905922{col 26}{space 2} .0697064{col 37}{space 1}  142.11{col 46}{space 3}0.000{col 54}{space 4}   9.7693{col 67}{space 3} 10.04254
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  59608.88
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5416

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5301732{col 26}{space 2} .0061506{col 37}{space 1}   86.20{col 46}{space 3}0.000{col 54}{space 4} .5181183{col 67}{space 3} .5422281
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .212361{col 26}{space 2} .0207451{col 37}{space 1}   10.24{col 46}{space 3}0.000{col 54}{space 4} .1717014{col 67}{space 3} .2530206
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.905922{col 26}{space 2}  .108011{col 37}{space 1}   91.71{col 46}{space 3}0.000{col 54}{space 4} 9.694224{col 67}{space 3} 10.11762
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  33859.40
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5416

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5301732{col 26}{space 2}  .026099{col 37}{space 1}   20.31{col 46}{space 3}0.000{col 54}{space 4} .4790202{col 67}{space 3} .5813263
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .212361{col 26}{space 2} .0216029{col 37}{space 1}    9.83{col 46}{space 3}0.000{col 54}{space 4}   .17002{col 67}{space 3}  .254702
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.905922{col 26}{space 2} .0762722{col 37}{space 1}  129.88{col 46}{space 3}0.000{col 54}{space 4} 9.756431{col 67}{space 3} 10.05541
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,178 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(100 real changes made)
(114 real changes made)
(94,736 real changes made)
(129,580 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2385

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5185052{col 26}{space 2} .0054771{col 37}{space 1}   94.67{col 46}{space 3}0.000{col 54}{space 4} .5077703{col 67}{space 3}   .52924
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1977642{col 26}{space 2} .0153081{col 37}{space 1}   12.92{col 46}{space 3}0.000{col 54}{space 4} .1677609{col 67}{space 3} .2277675
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.966182{col 26}{space 2}  .080569{col 37}{space 1}  123.70{col 46}{space 3}0.000{col 54}{space 4}  9.80827{col 67}{space 3} 10.12409
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2385

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5185052{col 26}{space 2} .0210626{col 37}{space 1}   24.62{col 46}{space 3}0.000{col 54}{space 4} .4772232{col 67}{space 3} .5597871
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1977642{col 26}{space 2} .0272213{col 37}{space 1}    7.27{col 46}{space 3}0.000{col 54}{space 4} .1444115{col 67}{space 3}  .251117
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.966182{col 26}{space 2}  .064886{col 37}{space 1}  153.60{col 46}{space 3}0.000{col 54}{space 4} 9.839008{col 67}{space 3} 10.09336
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  91782.44
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2385

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5185052{col 26}{space 2} .0046472{col 37}{space 1}  111.57{col 46}{space 3}0.000{col 54}{space 4} .5093968{col 67}{space 3} .5276135
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1977642{col 26}{space 2} .0142592{col 37}{space 1}   13.87{col 46}{space 3}0.000{col 54}{space 4} .1698167{col 67}{space 3} .2257117
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.966182{col 26}{space 2}  .072745{col 37}{space 1}  137.00{col 46}{space 3}0.000{col 54}{space 4} 9.823605{col 67}{space 3} 10.10876
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  56864.69
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2385

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5185052{col 26}{space 2} .0172455{col 37}{space 1}   30.07{col 46}{space 3}0.000{col 54}{space 4} .4847047{col 67}{space 3} .5523056
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1977642{col 26}{space 2} .0246085{col 37}{space 1}    8.04{col 46}{space 3}0.000{col 54}{space 4} .1495324{col 67}{space 3}  .245996
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.966182{col 26}{space 2} .0588247{col 37}{space 1}  169.42{col 46}{space 3}0.000{col 54}{space 4} 9.850888{col 67}{space 3} 10.08148
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,260 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(102 real changes made)
(95,480 real changes made)
(129,912 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8213

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4789462{col 26}{space 2} .0089352{col 37}{space 1}   53.60{col 46}{space 3}0.000{col 54}{space 4} .4614334{col 67}{space 3} .4964589
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1725521{col 26}{space 2} .0209246{col 37}{space 1}    8.25{col 46}{space 3}0.000{col 54}{space 4} .1315406{col 67}{space 3} .2135635
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.846626{col 26}{space 2} .1145019{col 37}{space 1}   86.00{col 46}{space 3}0.000{col 54}{space 4} 9.622206{col 67}{space 3} 10.07105
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8213

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4789462{col 26}{space 2} .0434855{col 37}{space 1}   11.01{col 46}{space 3}0.000{col 54}{space 4} .3937162{col 67}{space 3} .5641761
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1725521{col 26}{space 2} .0240962{col 37}{space 1}    7.16{col 46}{space 3}0.000{col 54}{space 4} .1253243{col 67}{space 3} .2197798
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.846626{col 26}{space 2} .0853328{col 37}{space 1}  115.39{col 46}{space 3}0.000{col 54}{space 4} 9.679376{col 67}{space 3} 10.01387
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  29782.78
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8213

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4789462{col 26}{space 2} .0080595{col 37}{space 1}   59.43{col 46}{space 3}0.000{col 54}{space 4} .4631499{col 67}{space 3} .4947425
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1725521{col 26}{space 2} .0213691{col 37}{space 1}    8.07{col 46}{space 3}0.000{col 54}{space 4} .1306694{col 67}{space 3} .2144347
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.846626{col 26}{space 2} .1163613{col 37}{space 1}   84.62{col 46}{space 3}0.000{col 54}{space 4} 9.618562{col 67}{space 3} 10.07469
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  30675.91
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8213

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4789462{col 26}{space 2} .0468509{col 37}{space 1}   10.22{col 46}{space 3}0.000{col 54}{space 4} .3871201{col 67}{space 3} .5707722
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1725521{col 26}{space 2} .0249843{col 37}{space 1}    6.91{col 46}{space 3}0.000{col 54}{space 4} .1235836{col 67}{space 3} .2215205
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.846626{col 26}{space 2}  .097757{col 37}{space 1}  100.73{col 46}{space 3}0.000{col 54}{space 4} 9.655025{col 67}{space 3} 10.03823
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,716 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(98 real changes made)
(94,768 real changes made)
(131,106 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4585

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5290588{col 26}{space 2} .0059843{col 37}{space 1}   88.41{col 46}{space 3}0.000{col 54}{space 4} .5173297{col 67}{space 3} .5407879
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2746764{col 26}{space 2} .0175277{col 37}{space 1}   15.67{col 46}{space 3}0.000{col 54}{space 4} .2403229{col 67}{space 3}   .30903
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.94575{col 26}{space 2} .0929426{col 37}{space 1}  107.01{col 46}{space 3}0.000{col 54}{space 4} 9.763586{col 67}{space 3} 10.12791
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4585

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5290588{col 26}{space 2} .0247501{col 37}{space 1}   21.38{col 46}{space 3}0.000{col 54}{space 4} .4805495{col 67}{space 3} .5775681
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2746764{col 26}{space 2} .0231573{col 37}{space 1}   11.86{col 46}{space 3}0.000{col 54}{space 4}  .229289{col 67}{space 3} .3200638
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.94575{col 26}{space 2} .0700343{col 37}{space 1}  142.01{col 46}{space 3}0.000{col 54}{space 4} 9.808485{col 67}{space 3} 10.08301
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  55540.35
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4585

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5290588{col 26}{space 2} .0076173{col 37}{space 1}   69.45{col 46}{space 3}0.000{col 54}{space 4} .5141292{col 67}{space 3} .5439884
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2746764{col 26}{space 2} .0145677{col 37}{space 1}   18.86{col 46}{space 3}0.000{col 54}{space 4} .2461243{col 67}{space 3} .3032286
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.94575{col 26}{space 2} .1205692{col 37}{space 1}   82.49{col 46}{space 3}0.000{col 54}{space 4} 9.709438{col 67}{space 3} 10.18206
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  11795.57
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4585

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5290588{col 26}{space 2} .0287765{col 37}{space 1}   18.39{col 46}{space 3}0.000{col 54}{space 4} .4726579{col 67}{space 3} .5854597
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2746764{col 26}{space 2} .0228499{col 37}{space 1}   12.02{col 46}{space 3}0.000{col 54}{space 4} .2298914{col 67}{space 3} .3194614
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.94575{col 26}{space 2} .0976562{col 37}{space 1}  101.84{col 46}{space 3}0.000{col 54}{space 4} 9.754347{col 67}{space 3} 10.13715
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,030 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(122 real changes made)
(94,714 real changes made)
(129,978 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3079

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4778126{col 26}{space 2}   .00587{col 37}{space 1}   81.40{col 46}{space 3}0.000{col 54}{space 4} .4663075{col 67}{space 3} .4893176
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1657845{col 26}{space 2} .0153306{col 37}{space 1}   10.81{col 46}{space 3}0.000{col 54}{space 4} .1357371{col 67}{space 3} .1958319
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.949821{col 26}{space 2} .0810006{col 37}{space 1}  122.84{col 46}{space 3}0.000{col 54}{space 4} 9.791063{col 67}{space 3} 10.10858
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3079

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4778126{col 26}{space 2} .0244606{col 37}{space 1}   19.53{col 46}{space 3}0.000{col 54}{space 4} .4298708{col 67}{space 3} .5257544
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1657845{col 26}{space 2} .0197628{col 37}{space 1}    8.39{col 46}{space 3}0.000{col 54}{space 4} .1270502{col 67}{space 3} .2045189
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.949821{col 26}{space 2} .0433288{col 37}{space 1}  229.64{col 46}{space 3}0.000{col 54}{space 4} 9.864899{col 67}{space 3} 10.03474
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  74901.51
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3079

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4778126{col 26}{space 2} .0055762{col 37}{space 1}   85.69{col 46}{space 3}0.000{col 54}{space 4} .4668834{col 67}{space 3} .4887417
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1657845{col 26}{space 2} .0161148{col 37}{space 1}   10.29{col 46}{space 3}0.000{col 54}{space 4} .1342001{col 67}{space 3}  .197369
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.949821{col 26}{space 2} .0909733{col 37}{space 1}  109.37{col 46}{space 3}0.000{col 54}{space 4} 9.771517{col 67}{space 3} 10.12813
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  52818.59
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3079

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4778126{col 26}{space 2} .0259824{col 37}{space 1}   18.39{col 46}{space 3}0.000{col 54}{space 4} .4268879{col 67}{space 3} .5287372
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1657845{col 26}{space 2} .0181881{col 37}{space 1}    9.11{col 46}{space 3}0.000{col 54}{space 4} .1301364{col 67}{space 3} .2014326
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.949821{col 26}{space 2} .0485522{col 37}{space 1}  204.93{col 46}{space 3}0.000{col 54}{space 4} 9.854661{col 67}{space 3} 10.04498
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,000 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(120 real changes made)
(94,720 real changes made)
(130,130 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4948

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5007734{col 26}{space 2} .0063167{col 37}{space 1}   79.28{col 46}{space 3}0.000{col 54}{space 4} .4883929{col 67}{space 3} .5131539
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1425604{col 26}{space 2} .0177375{col 37}{space 1}    8.04{col 46}{space 3}0.000{col 54}{space 4} .1077955{col 67}{space 3} .1773253
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.818303{col 26}{space 2} .0937114{col 37}{space 1}  104.77{col 46}{space 3}0.000{col 54}{space 4} 9.634632{col 67}{space 3} 10.00197
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4948

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5007734{col 26}{space 2} .0245552{col 37}{space 1}   20.39{col 46}{space 3}0.000{col 54}{space 4} .4526461{col 67}{space 3} .5489007
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1425604{col 26}{space 2} .0340874{col 37}{space 1}    4.18{col 46}{space 3}0.000{col 54}{space 4} .0757503{col 67}{space 3} .2093705
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.818303{col 26}{space 2} .0854825{col 37}{space 1}  114.86{col 46}{space 3}0.000{col 54}{space 4}  9.65076{col 67}{space 3} 9.985846
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  56917.86
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4948

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5007734{col 26}{space 2} .0066964{col 37}{space 1}   74.78{col 46}{space 3}0.000{col 54}{space 4} .4876486{col 67}{space 3} .5138982
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1425604{col 26}{space 2} .0196451{col 37}{space 1}    7.26{col 46}{space 3}0.000{col 54}{space 4} .1040567{col 67}{space 3} .1810641
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.818303{col 26}{space 2} .0945911{col 37}{space 1}  103.80{col 46}{space 3}0.000{col 54}{space 4} 9.632908{col 67}{space 3}  10.0037
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  43554.71
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4948

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5007734{col 26}{space 2} .0207277{col 37}{space 1}   24.16{col 46}{space 3}0.000{col 54}{space 4} .4601478{col 67}{space 3} .5413989
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1425604{col 26}{space 2} .0241607{col 37}{space 1}    5.90{col 46}{space 3}0.000{col 54}{space 4} .0952063{col 67}{space 3} .1899145
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.818303{col 26}{space 2}  .092941{col 37}{space 1}  105.64{col 46}{space 3}0.000{col 54}{space 4} 9.636142{col 67}{space 3} 10.00046
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(157,108 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(112 real changes made)
(94,862 real changes made)
(128,990 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6644

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4899617{col 26}{space 2} .0076853{col 37}{space 1}   63.75{col 46}{space 3}0.000{col 54}{space 4} .4748988{col 67}{space 3} .5050246
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .173728{col 26}{space 2} .0172582{col 37}{space 1}   10.07{col 46}{space 3}0.000{col 54}{space 4} .1399025{col 67}{space 3} .2075535
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.926753{col 26}{space 2} .1051201{col 37}{space 1}   94.43{col 46}{space 3}0.000{col 54}{space 4} 9.720722{col 67}{space 3} 10.13278
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6644

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4899617{col 26}{space 2} .0343309{col 37}{space 1}   14.27{col 46}{space 3}0.000{col 54}{space 4} .4226744{col 67}{space 3} .5572491
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .173728{col 26}{space 2} .0321063{col 37}{space 1}    5.41{col 46}{space 3}0.000{col 54}{space 4} .1108008{col 67}{space 3} .2366553
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.926753{col 26}{space 2} .0789446{col 37}{space 1}  125.74{col 46}{space 3}0.000{col 54}{space 4} 9.772025{col 67}{space 3} 10.08148
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  36248.30
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6644

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4899617{col 26}{space 2} .0068132{col 37}{space 1}   71.91{col 46}{space 3}0.000{col 54}{space 4} .4766082{col 67}{space 3} .5033153
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .173728{col 26}{space 2}  .016478{col 37}{space 1}   10.54{col 46}{space 3}0.000{col 54}{space 4} .1414317{col 67}{space 3} .2060243
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.926753{col 26}{space 2}  .094815{col 37}{space 1}  104.70{col 46}{space 3}0.000{col 54}{space 4} 9.740919{col 67}{space 3} 10.11259
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  11131.53
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6644

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4899617{col 26}{space 2} .0299369{col 37}{space 1}   16.37{col 46}{space 3}0.000{col 54}{space 4} .4312865{col 67}{space 3} .5486369
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .173728{col 26}{space 2} .0368827{col 37}{space 1}    4.71{col 46}{space 3}0.000{col 54}{space 4} .1014394{col 67}{space 3} .2460167
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.926753{col 26}{space 2} .1231013{col 37}{space 1}   80.64{col 46}{space 3}0.000{col 54}{space 4} 9.685479{col 67}{space 3} 10.16803
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,152 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(122 real changes made)
(94,996 real changes made)
(131,996 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1619

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .516528{col 26}{space 2}   .00494{col 37}{space 1}  104.56{col 46}{space 3}0.000{col 54}{space 4} .5068457{col 67}{space 3} .5262102
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2188038{col 26}{space 2} .0139658{col 37}{space 1}   15.67{col 46}{space 3}0.000{col 54}{space 4} .1914312{col 67}{space 3} .2461763
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.92747{col 26}{space 2} .0725581{col 37}{space 1}  136.82{col 46}{space 3}0.000{col 54}{space 4} 9.785259{col 67}{space 3} 10.06968
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1619

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .516528{col 26}{space 2} .0193418{col 37}{space 1}   26.71{col 46}{space 3}0.000{col 54}{space 4} .4786188{col 67}{space 3} .5544371
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2188038{col 26}{space 2} .0203656{col 37}{space 1}   10.74{col 46}{space 3}0.000{col 54}{space 4}  .178888{col 67}{space 3} .2587196
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.92747{col 26}{space 2} .0533031{col 37}{space 1}  186.25{col 46}{space 3}0.000{col 54}{space 4} 9.822998{col 67}{space 3} 10.03194
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  96743.13
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1619

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .516528{col 26}{space 2} .0046477{col 37}{space 1}  111.14{col 46}{space 3}0.000{col 54}{space 4} .5074186{col 67}{space 3} .5256373
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2188038{col 26}{space 2} .0128627{col 37}{space 1}   17.01{col 46}{space 3}0.000{col 54}{space 4} .1935934{col 67}{space 3} .2440141
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.92747{col 26}{space 2} .0803453{col 37}{space 1}  123.56{col 46}{space 3}0.000{col 54}{space 4} 9.769996{col 67}{space 3} 10.08494
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  31783.77
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1619

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .516528{col 26}{space 2} .0192719{col 37}{space 1}   26.80{col 46}{space 3}0.000{col 54}{space 4} .4787558{col 67}{space 3} .5543001
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2188038{col 26}{space 2} .0189349{col 37}{space 1}   11.56{col 46}{space 3}0.000{col 54}{space 4} .1816921{col 67}{space 3} .2559155
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.92747{col 26}{space 2} .0588626{col 37}{space 1}  168.65{col 46}{space 3}0.000{col 54}{space 4} 9.812101{col 67}{space 3} 10.04284
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,268 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(114 real changes made)
(94,808 real changes made)
(129,558 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.814

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5193459{col 26}{space 2} .0077357{col 37}{space 1}   67.14{col 46}{space 3}0.000{col 54}{space 4} .5041843{col 67}{space 3} .5345076
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2372459{col 26}{space 2}  .019658{col 37}{space 1}   12.07{col 46}{space 3}0.000{col 54}{space 4}  .198717{col 67}{space 3} .2757749
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.966004{col 26}{space 2} .1136024{col 37}{space 1}   87.73{col 46}{space 3}0.000{col 54}{space 4} 9.743347{col 67}{space 3} 10.18866
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.814

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5193459{col 26}{space 2} .0349188{col 37}{space 1}   14.87{col 46}{space 3}0.000{col 54}{space 4} .4509064{col 67}{space 3} .5877855
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2372459{col 26}{space 2} .0364127{col 37}{space 1}    6.52{col 46}{space 3}0.000{col 54}{space 4} .1658784{col 67}{space 3} .3086135
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.966004{col 26}{space 2} .0588665{col 37}{space 1}  169.30{col 46}{space 3}0.000{col 54}{space 4} 9.850628{col 67}{space 3} 10.08138
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  42696.85
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.814

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5193459{col 26}{space 2} .0086054{col 37}{space 1}   60.35{col 46}{space 3}0.000{col 54}{space 4} .5024796{col 67}{space 3} .5362123
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2372459{col 26}{space 2} .0211165{col 37}{space 1}   11.24{col 46}{space 3}0.000{col 54}{space 4} .1958583{col 67}{space 3} .2786336
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.966004{col 26}{space 2} .1137728{col 37}{space 1}   87.60{col 46}{space 3}0.000{col 54}{space 4} 9.743013{col 67}{space 3} 10.18899
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  10429.13
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.814

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5193459{col 26}{space 2} .0387523{col 37}{space 1}   13.40{col 46}{space 3}0.000{col 54}{space 4} .4433928{col 67}{space 3} .5952991
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2372459{col 26}{space 2} .0379162{col 37}{space 1}    6.26{col 46}{space 3}0.000{col 54}{space 4} .1629316{col 67}{space 3} .3115603
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.966004{col 26}{space 2} .1042427{col 37}{space 1}   95.60{col 46}{space 3}0.000{col 54}{space 4} 9.761692{col 67}{space 3} 10.17032
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,984 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(124 real changes made)
(94,476 real changes made)
(130,980 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6025

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4241938{col 26}{space 2} .0077065{col 37}{space 1}   55.04{col 46}{space 3}0.000{col 54}{space 4} .4090893{col 67}{space 3} .4392983
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1189986{col 26}{space 2} .0167827{col 37}{space 1}    7.09{col 46}{space 3}0.000{col 54}{space 4} .0861051{col 67}{space 3} .1518922
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.845679{col 26}{space 2} .1031709{col 37}{space 1}   95.43{col 46}{space 3}0.000{col 54}{space 4} 9.643468{col 67}{space 3} 10.04789
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6025

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4241938{col 26}{space 2} .0291937{col 37}{space 1}   14.53{col 46}{space 3}0.000{col 54}{space 4} .3669751{col 67}{space 3} .4814124
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1189986{col 26}{space 2} .0360307{col 37}{space 1}    3.30{col 46}{space 3}0.001{col 54}{space 4} .0483798{col 67}{space 3} .1896174
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.845679{col 26}{space 2} .0873033{col 37}{space 1}  112.78{col 46}{space 3}0.000{col 54}{space 4} 9.674568{col 67}{space 3} 10.01679
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  61504.17
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6025

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4241938{col 26}{space 2} .0077383{col 37}{space 1}   54.82{col 46}{space 3}0.000{col 54}{space 4}  .409027{col 67}{space 3} .4393605
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1189986{col 26}{space 2} .0132164{col 37}{space 1}    9.00{col 46}{space 3}0.000{col 54}{space 4}  .093095{col 67}{space 3} .1449023
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.845679{col 26}{space 2}  .110057{col 37}{space 1}   89.46{col 46}{space 3}0.000{col 54}{space 4} 9.629972{col 67}{space 3} 10.06139
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  29751.57
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6025

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4241938{col 26}{space 2} .0290948{col 37}{space 1}   14.58{col 46}{space 3}0.000{col 54}{space 4}  .367169{col 67}{space 3} .4812186
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1189986{col 26}{space 2} .0359621{col 37}{space 1}    3.31{col 46}{space 3}0.001{col 54}{space 4} .0485143{col 67}{space 3} .1894829
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.845679{col 26}{space 2} .0935023{col 37}{space 1}  105.30{col 46}{space 3}0.000{col 54}{space 4} 9.662418{col 67}{space 3} 10.02894
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,554 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(114 real changes made)
(95,294 real changes made)
(131,216 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1409

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5222732{col 26}{space 2} .0046104{col 37}{space 1}  113.28{col 46}{space 3}0.000{col 54}{space 4}  .513237{col 67}{space 3} .5313095
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2173921{col 26}{space 2} .0124899{col 37}{space 1}   17.41{col 46}{space 3}0.000{col 54}{space 4} .1929123{col 67}{space 3}  .241872
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.10216{col 26}{space 2}   .07391{col 37}{space 1}  136.68{col 46}{space 3}0.000{col 54}{space 4} 9.957303{col 67}{space 3} 10.24703
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1409

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5222732{col 26}{space 2} .0171081{col 37}{space 1}   30.53{col 46}{space 3}0.000{col 54}{space 4}  .488742{col 67}{space 3} .5558044
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2173921{col 26}{space 2} .0220045{col 37}{space 1}    9.88{col 46}{space 3}0.000{col 54}{space 4} .1742642{col 67}{space 3} .2605201
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.10216{col 26}{space 2} .0465553{col 37}{space 1}  216.99{col 46}{space 3}0.000{col 54}{space 4} 10.01092{col 67}{space 3} 10.19341
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 109614.30
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1409

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5222732{col 26}{space 2} .0048972{col 37}{space 1}  106.65{col 46}{space 3}0.000{col 54}{space 4} .5126748{col 67}{space 3} .5318717
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2173921{col 26}{space 2} .0130447{col 37}{space 1}   16.67{col 46}{space 3}0.000{col 54}{space 4}  .191825{col 67}{space 3} .2429593
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.10216{col 26}{space 2} .0823353{col 37}{space 1}  122.70{col 46}{space 3}0.000{col 54}{space 4}  9.94079{col 67}{space 3} 10.26354
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 125099.20
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1409

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5222732{col 26}{space 2} .0164807{col 37}{space 1}   31.69{col 46}{space 3}0.000{col 54}{space 4} .4899716{col 67}{space 3} .5545749
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2173921{col 26}{space 2} .0221184{col 37}{space 1}    9.83{col 46}{space 3}0.000{col 54}{space 4} .1740408{col 67}{space 3} .2607434
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.10216{col 26}{space 2} .0465555{col 37}{space 1}  216.99{col 46}{space 3}0.000{col 54}{space 4} 10.01092{col 67}{space 3} 10.19341
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,168 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(116 real changes made)
(144 real changes made)
(94,888 real changes made)
(130,012 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3469

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5371054{col 26}{space 2} .0052888{col 37}{space 1}  101.56{col 46}{space 3}0.000{col 54}{space 4} .5267395{col 67}{space 3} .5474713
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2127134{col 26}{space 2} .0152798{col 37}{space 1}   13.92{col 46}{space 3}0.000{col 54}{space 4} .1827655{col 67}{space 3} .2426613
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04175{col 26}{space 2} .0848162{col 37}{space 1}  118.39{col 46}{space 3}0.000{col 54}{space 4} 9.875513{col 67}{space 3} 10.20799
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3469

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5371054{col 26}{space 2} .0217328{col 37}{space 1}   24.71{col 46}{space 3}0.000{col 54}{space 4}   .49451{col 67}{space 3} .5797008
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2127134{col 26}{space 2} .0182136{col 37}{space 1}   11.68{col 46}{space 3}0.000{col 54}{space 4} .1770155{col 67}{space 3} .2484113
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04175{col 26}{space 2} .0560573{col 37}{space 1}  179.13{col 46}{space 3}0.000{col 54}{space 4} 9.931879{col 67}{space 3} 10.15162
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  86125.39
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3469

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5371054{col 26}{space 2} .0043974{col 37}{space 1}  122.14{col 46}{space 3}0.000{col 54}{space 4} .5284866{col 67}{space 3} .5457242
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2127134{col 26}{space 2}  .014168{col 37}{space 1}   15.01{col 46}{space 3}0.000{col 54}{space 4} .1849446{col 67}{space 3} .2404822
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04175{col 26}{space 2} .0938726{col 37}{space 1}  106.97{col 46}{space 3}0.000{col 54}{space 4} 9.857763{col 67}{space 3} 10.22574
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  39771.44
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3469

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5371054{col 26}{space 2} .0233091{col 37}{space 1}   23.04{col 46}{space 3}0.000{col 54}{space 4} .4914204{col 67}{space 3} .5827904
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2127134{col 26}{space 2}  .017354{col 37}{space 1}   12.26{col 46}{space 3}0.000{col 54}{space 4} .1787003{col 67}{space 3} .2467265
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04175{col 26}{space 2} .0516834{col 37}{space 1}  194.29{col 46}{space 3}0.000{col 54}{space 4} 9.940452{col 67}{space 3} 10.14305
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,308 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(74 real changes made)
(104 real changes made)
(95,538 real changes made)
(130,090 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5607

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .502251{col 26}{space 2} .0070169{col 37}{space 1}   71.58{col 46}{space 3}0.000{col 54}{space 4} .4884982{col 67}{space 3} .5160038
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2100927{col 26}{space 2} .0164061{col 37}{space 1}   12.81{col 46}{space 3}0.000{col 54}{space 4} .1779374{col 67}{space 3} .2422481
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.948526{col 26}{space 2} .1005221{col 37}{space 1}   98.97{col 46}{space 3}0.000{col 54}{space 4} 9.751506{col 67}{space 3} 10.14555
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5607

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .502251{col 26}{space 2} .0293258{col 37}{space 1}   17.13{col 46}{space 3}0.000{col 54}{space 4} .4447735{col 67}{space 3} .5597286
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2100927{col 26}{space 2} .0363983{col 37}{space 1}    5.77{col 46}{space 3}0.000{col 54}{space 4} .1387534{col 67}{space 3}  .281432
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.948526{col 26}{space 2} .0663027{col 37}{space 1}  150.05{col 46}{space 3}0.000{col 54}{space 4} 9.818575{col 67}{space 3} 10.07848
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  81977.98
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5607

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .502251{col 26}{space 2} .0066379{col 37}{space 1}   75.66{col 46}{space 3}0.000{col 54}{space 4} .4892409{col 67}{space 3} .5152611
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2100927{col 26}{space 2} .0176978{col 37}{space 1}   11.87{col 46}{space 3}0.000{col 54}{space 4} .1754058{col 67}{space 3} .2447797
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.948526{col 26}{space 2} .0909189{col 37}{space 1}  109.42{col 46}{space 3}0.000{col 54}{space 4} 9.770328{col 67}{space 3} 10.12672
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  12779.13
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5607

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .502251{col 26}{space 2} .0300604{col 37}{space 1}   16.71{col 46}{space 3}0.000{col 54}{space 4} .4433337{col 67}{space 3} .5611683
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2100927{col 26}{space 2} .0365118{col 37}{space 1}    5.75{col 46}{space 3}0.000{col 54}{space 4} .1385308{col 67}{space 3} .2816546
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.948526{col 26}{space 2} .0935315{col 37}{space 1}  106.37{col 46}{space 3}0.000{col 54}{space 4} 9.765208{col 67}{space 3} 10.13184
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(160,764 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(124 real changes made)
(94,566 real changes made)
(130,004 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9616

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4543415{col 26}{space 2} .0089619{col 37}{space 1}   50.70{col 46}{space 3}0.000{col 54}{space 4} .4367765{col 67}{space 3} .4719065
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1778546{col 26}{space 2} .0226008{col 37}{space 1}    7.87{col 46}{space 3}0.000{col 54}{space 4} .1335579{col 67}{space 3} .2221513
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.948739{col 26}{space 2} .1205478{col 37}{space 1}   82.53{col 46}{space 3}0.000{col 54}{space 4}  9.71247{col 67}{space 3} 10.18501
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9616

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4543415{col 26}{space 2} .0407393{col 37}{space 1}   11.15{col 46}{space 3}0.000{col 54}{space 4} .3744939{col 67}{space 3} .5341891
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1778546{col 26}{space 2} .0409854{col 37}{space 1}    4.34{col 46}{space 3}0.000{col 54}{space 4} .0975248{col 67}{space 3} .2581845
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.948739{col 26}{space 2} .0894266{col 37}{space 1}  111.25{col 46}{space 3}0.000{col 54}{space 4} 9.773467{col 67}{space 3} 10.12401
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  31206.75
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9616

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4543415{col 26}{space 2} .0086703{col 37}{space 1}   52.40{col 46}{space 3}0.000{col 54}{space 4}  .437348{col 67}{space 3}  .471335
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1778546{col 26}{space 2} .0249142{col 37}{space 1}    7.14{col 46}{space 3}0.000{col 54}{space 4} .1290238{col 67}{space 3} .2266855
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.948739{col 26}{space 2} .1103415{col 37}{space 1}   90.16{col 46}{space 3}0.000{col 54}{space 4} 9.732474{col 67}{space 3}   10.165
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  19213.87
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9616

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4543415{col 26}{space 2} .0486944{col 37}{space 1}    9.33{col 46}{space 3}0.000{col 54}{space 4} .3589023{col 67}{space 3} .5497807
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1778546{col 26}{space 2} .0428174{col 37}{space 1}    4.15{col 46}{space 3}0.000{col 54}{space 4} .0939341{col 67}{space 3} .2617752
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.948739{col 26}{space 2} .0762845{col 37}{space 1}  130.42{col 46}{space 3}0.000{col 54}{space 4} 9.799225{col 67}{space 3} 10.09825
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,668 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(120 real changes made)
(95,100 real changes made)
(131,102 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4871

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5338377{col 26}{space 2} .0061787{col 37}{space 1}   86.40{col 46}{space 3}0.000{col 54}{space 4} .5217276{col 67}{space 3} .5459477
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2015465{col 26}{space 2}  .018255{col 37}{space 1}   11.04{col 46}{space 3}0.000{col 54}{space 4} .1657674{col 67}{space 3} .2373256
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.964834{col 26}{space 2} .0943188{col 37}{space 1}  105.65{col 46}{space 3}0.000{col 54}{space 4} 9.779972{col 67}{space 3}  10.1497
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4871

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5338377{col 26}{space 2} .0266071{col 37}{space 1}   20.06{col 46}{space 3}0.000{col 54}{space 4} .4816887{col 67}{space 3} .5859867
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2015465{col 26}{space 2} .0238863{col 37}{space 1}    8.44{col 46}{space 3}0.000{col 54}{space 4} .1547302{col 67}{space 3} .2483627
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.964834{col 26}{space 2}  .053928{col 37}{space 1}  184.78{col 46}{space 3}0.000{col 54}{space 4} 9.859137{col 67}{space 3} 10.07053
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  62230.31
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4871

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5338377{col 26}{space 2}  .006853{col 37}{space 1}   77.90{col 46}{space 3}0.000{col 54}{space 4}  .520406{col 67}{space 3} .5472694
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2015465{col 26}{space 2} .0203069{col 37}{space 1}    9.93{col 46}{space 3}0.000{col 54}{space 4} .1617457{col 67}{space 3} .2413473
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.964834{col 26}{space 2} .1061511{col 37}{space 1}   93.87{col 46}{space 3}0.000{col 54}{space 4} 9.756781{col 67}{space 3} 10.17289
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  35973.47
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4871

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5338377{col 26}{space 2} .0264188{col 37}{space 1}   20.21{col 46}{space 3}0.000{col 54}{space 4} .4820577{col 67}{space 3} .5856176
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2015465{col 26}{space 2} .0237223{col 37}{space 1}    8.50{col 46}{space 3}0.000{col 54}{space 4} .1550517{col 67}{space 3} .2480413
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.964834{col 26}{space 2} .0631499{col 37}{space 1}  157.80{col 46}{space 3}0.000{col 54}{space 4} 9.841062{col 67}{space 3} 10.08861
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,002 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(102 real changes made)
(95,466 real changes made)
(130,376 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5224

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4644898{col 26}{space 2} .0069477{col 37}{space 1}   66.86{col 46}{space 3}0.000{col 54}{space 4} .4508726{col 67}{space 3} .4781069
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1924505{col 26}{space 2} .0161925{col 37}{space 1}   11.89{col 46}{space 3}0.000{col 54}{space 4} .1607139{col 67}{space 3} .2241872
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.987639{col 26}{space 2} .0944885{col 37}{space 1}  105.70{col 46}{space 3}0.000{col 54}{space 4} 9.802445{col 67}{space 3} 10.17283
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5224

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4644898{col 26}{space 2} .0301169{col 37}{space 1}   15.42{col 46}{space 3}0.000{col 54}{space 4} .4054617{col 67}{space 3} .5235178
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1924505{col 26}{space 2}  .022173{col 37}{space 1}    8.68{col 46}{space 3}0.000{col 54}{space 4} .1489923{col 67}{space 3} .2359088
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.987639{col 26}{space 2}  .054767{col 37}{space 1}  182.37{col 46}{space 3}0.000{col 54}{space 4} 9.880298{col 67}{space 3} 10.09498
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  53512.46
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5224

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4644898{col 26}{space 2} .0069868{col 37}{space 1}   66.48{col 46}{space 3}0.000{col 54}{space 4}  .450796{col 67}{space 3} .4781836
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1924505{col 26}{space 2}  .014309{col 37}{space 1}   13.45{col 46}{space 3}0.000{col 54}{space 4} .1644053{col 67}{space 3} .2204957
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.987639{col 26}{space 2} .0957606{col 37}{space 1}  104.30{col 46}{space 3}0.000{col 54}{space 4} 9.799952{col 67}{space 3} 10.17533
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  31946.92
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5224

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4644898{col 26}{space 2} .0236745{col 37}{space 1}   19.62{col 46}{space 3}0.000{col 54}{space 4} .4180886{col 67}{space 3}  .510891
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1924505{col 26}{space 2} .0291182{col 37}{space 1}    6.61{col 46}{space 3}0.000{col 54}{space 4} .1353799{col 67}{space 3} .2495212
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.987639{col 26}{space 2} .0593339{col 37}{space 1}  168.33{col 46}{space 3}0.000{col 54}{space 4} 9.871347{col 67}{space 3} 10.10393
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(170,596 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(104 real changes made)
(112 real changes made)
(95,212 real changes made)
(131,596 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.615

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .493923{col 26}{space 2} .0069058{col 37}{space 1}   71.52{col 46}{space 3}0.000{col 54}{space 4} .4803878{col 67}{space 3} .5074581
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2248672{col 26}{space 2} .0190497{col 37}{space 1}   11.80{col 46}{space 3}0.000{col 54}{space 4} .1875304{col 67}{space 3} .2622039
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.903781{col 26}{space 2} .1010863{col 37}{space 1}   97.97{col 46}{space 3}0.000{col 54}{space 4} 9.705655{col 67}{space 3} 10.10191
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.615

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .493923{col 26}{space 2} .0285267{col 37}{space 1}   17.31{col 46}{space 3}0.000{col 54}{space 4} .4380116{col 67}{space 3} .5498343
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2248672{col 26}{space 2} .0295247{col 37}{space 1}    7.62{col 46}{space 3}0.000{col 54}{space 4} .1669998{col 67}{space 3} .2827346
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.903781{col 26}{space 2} .0518495{col 37}{space 1}  191.01{col 46}{space 3}0.000{col 54}{space 4} 9.802158{col 67}{space 3}  10.0054
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  61088.09
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.615

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .493923{col 26}{space 2} .0072806{col 37}{space 1}   67.84{col 46}{space 3}0.000{col 54}{space 4} .4796533{col 67}{space 3} .5081927
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2248672{col 26}{space 2} .0183148{col 37}{space 1}   12.28{col 46}{space 3}0.000{col 54}{space 4} .1889708{col 67}{space 3} .2607635
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.903781{col 26}{space 2} .0950553{col 37}{space 1}  104.19{col 46}{space 3}0.000{col 54}{space 4} 9.717476{col 67}{space 3} 10.09009
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  13253.63
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.615

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .493923{col 26}{space 2} .0267036{col 37}{space 1}   18.50{col 46}{space 3}0.000{col 54}{space 4} .4415848{col 67}{space 3} .5462611
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2248672{col 26}{space 2} .0314424{col 37}{space 1}    7.15{col 46}{space 3}0.000{col 54}{space 4} .1632412{col 67}{space 3} .2864932
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.903781{col 26}{space 2} .0881467{col 37}{space 1}  112.36{col 46}{space 3}0.000{col 54}{space 4} 9.731017{col 67}{space 3} 10.07655
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(169,816 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(98 real changes made)
(114 real changes made)
(94,930 real changes made)
(131,480 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3689

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4795661{col 26}{space 2} .0056005{col 37}{space 1}   85.63{col 46}{space 3}0.000{col 54}{space 4} .4685893{col 67}{space 3} .4905428
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1671204{col 26}{space 2} .0143248{col 37}{space 1}   11.67{col 46}{space 3}0.000{col 54}{space 4} .1390444{col 67}{space 3} .1951964
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.836008{col 26}{space 2}  .085366{col 37}{space 1}  115.22{col 46}{space 3}0.000{col 54}{space 4} 9.668694{col 67}{space 3} 10.00332
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3689

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4795661{col 26}{space 2} .0196593{col 37}{space 1}   24.39{col 46}{space 3}0.000{col 54}{space 4} .4410346{col 67}{space 3} .5180975
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1671204{col 26}{space 2}  .027109{col 37}{space 1}    6.16{col 46}{space 3}0.000{col 54}{space 4} .1139877{col 67}{space 3} .2202531
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.836008{col 26}{space 2} .0913214{col 37}{space 1}  107.71{col 46}{space 3}0.000{col 54}{space 4} 9.657022{col 67}{space 3} 10.01499
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  72324.56
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3689

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4795661{col 26}{space 2} .0060123{col 37}{space 1}   79.76{col 46}{space 3}0.000{col 54}{space 4} .4677822{col 67}{space 3} .4913499
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1671204{col 26}{space 2} .0166889{col 37}{space 1}   10.01{col 46}{space 3}0.000{col 54}{space 4} .1344108{col 67}{space 3}   .19983
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.836008{col 26}{space 2} .0843852{col 37}{space 1}  116.56{col 46}{space 3}0.000{col 54}{space 4} 9.670617{col 67}{space 3}  10.0014
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  29034.76
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3689

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4795661{col 26}{space 2} .0188386{col 37}{space 1}   25.46{col 46}{space 3}0.000{col 54}{space 4} .4426431{col 67}{space 3}  .516489
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1671204{col 26}{space 2} .0261987{col 37}{space 1}    6.38{col 46}{space 3}0.000{col 54}{space 4} .1157719{col 67}{space 3} .2184689
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.836008{col 26}{space 2} .1160205{col 37}{space 1}   84.78{col 46}{space 3}0.000{col 54}{space 4} 9.608612{col 67}{space 3}  10.0634
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(158,908 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(104 real changes made)
(108 real changes made)
(94,264 real changes made)
(129,084 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7515

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4474964{col 26}{space 2} .0081826{col 37}{space 1}   54.69{col 46}{space 3}0.000{col 54}{space 4} .4314588{col 67}{space 3} .4635339
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1325639{col 26}{space 2} .0201645{col 37}{space 1}    6.57{col 46}{space 3}0.000{col 54}{space 4} .0930422{col 67}{space 3} .1720855
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.919654{col 26}{space 2} .1102879{col 37}{space 1}   89.94{col 46}{space 3}0.000{col 54}{space 4} 9.703494{col 67}{space 3} 10.13581
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7515

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4474964{col 26}{space 2} .0337968{col 37}{space 1}   13.24{col 46}{space 3}0.000{col 54}{space 4} .3812558{col 67}{space 3}  .513737
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1325639{col 26}{space 2} .0403478{col 37}{space 1}    3.29{col 46}{space 3}0.001{col 54}{space 4} .0534837{col 67}{space 3}  .211644
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.919654{col 26}{space 2} .0854947{col 37}{space 1}  116.03{col 46}{space 3}0.000{col 54}{space 4} 9.752087{col 67}{space 3} 10.08722
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  45420.38
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7515

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4474964{col 26}{space 2}  .007524{col 37}{space 1}   59.48{col 46}{space 3}0.000{col 54}{space 4} .4327496{col 67}{space 3} .4622431
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1325639{col 26}{space 2} .0218699{col 37}{space 1}    6.06{col 46}{space 3}0.000{col 54}{space 4} .0896997{col 67}{space 3}  .175428
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.919654{col 26}{space 2} .0858077{col 37}{space 1}  115.60{col 46}{space 3}0.000{col 54}{space 4} 9.751474{col 67}{space 3} 10.08783
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  20736.54
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7515

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4474964{col 26}{space 2} .0303284{col 37}{space 1}   14.76{col 46}{space 3}0.000{col 54}{space 4} .3880538{col 67}{space 3}  .506939
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1325639{col 26}{space 2} .0351681{col 37}{space 1}    3.77{col 46}{space 3}0.000{col 54}{space 4} .0636356{col 67}{space 3} .2014921
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.919654{col 26}{space 2} .1125807{col 37}{space 1}   88.11{col 46}{space 3}0.000{col 54}{space 4}    9.699{col 67}{space 3} 10.14031
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,194 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(94 real changes made)
(118 real changes made)
(95,782 real changes made)
(131,110 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5956

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5067074{col 26}{space 2} .0064894{col 37}{space 1}   78.08{col 46}{space 3}0.000{col 54}{space 4} .4939884{col 67}{space 3} .5194263
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2236402{col 26}{space 2} .0160235{col 37}{space 1}   13.96{col 46}{space 3}0.000{col 54}{space 4} .1922348{col 67}{space 3} .2550455
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04496{col 26}{space 2} .0991185{col 37}{space 1}  101.34{col 46}{space 3}0.000{col 54}{space 4}  9.85069{col 67}{space 3} 10.23923
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5956

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5067074{col 26}{space 2} .0257812{col 37}{space 1}   19.65{col 46}{space 3}0.000{col 54}{space 4} .4561771{col 67}{space 3} .5572376
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2236402{col 26}{space 2} .0225252{col 37}{space 1}    9.93{col 46}{space 3}0.000{col 54}{space 4} .1794915{col 67}{space 3} .2677888
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04496{col 26}{space 2} .0505018{col 37}{space 1}  198.90{col 46}{space 3}0.000{col 54}{space 4} 9.945977{col 67}{space 3} 10.14394
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  84781.59
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5956

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5067074{col 26}{space 2} .0055892{col 37}{space 1}   90.66{col 46}{space 3}0.000{col 54}{space 4} .4957528{col 67}{space 3} .5176619
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2236402{col 26}{space 2} .0149539{col 37}{space 1}   14.96{col 46}{space 3}0.000{col 54}{space 4} .1943311{col 67}{space 3} .2529492
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04496{col 26}{space 2} .0866411{col 37}{space 1}  115.94{col 46}{space 3}0.000{col 54}{space 4} 9.875146{col 67}{space 3} 10.21477
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  44196.13
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5956

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5067074{col 26}{space 2} .0282075{col 37}{space 1}   17.96{col 46}{space 3}0.000{col 54}{space 4} .4514216{col 67}{space 3} .5619931
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2236402{col 26}{space 2}  .020126{col 37}{space 1}   11.11{col 46}{space 3}0.000{col 54}{space 4} .1841939{col 67}{space 3} .2630864
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04496{col 26}{space 2}  .059404{col 37}{space 1}  169.10{col 46}{space 3}0.000{col 54}{space 4} 9.928529{col 67}{space 3} 10.16139
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,036 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(102 real changes made)
(144 real changes made)
(94,526 real changes made)
(131,436 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5443

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5175111{col 26}{space 2} .0065451{col 37}{space 1}   79.07{col 46}{space 3}0.000{col 54}{space 4} .5046829{col 67}{space 3} .5303393
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1665719{col 26}{space 2} .0171136{col 37}{space 1}    9.73{col 46}{space 3}0.000{col 54}{space 4} .1330298{col 67}{space 3}  .200114
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.969602{col 26}{space 2} .1029394{col 37}{space 1}   96.85{col 46}{space 3}0.000{col 54}{space 4} 9.767845{col 67}{space 3} 10.17136
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5443

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5175111{col 26}{space 2} .0249682{col 37}{space 1}   20.73{col 46}{space 3}0.000{col 54}{space 4} .4685744{col 67}{space 3} .5664479
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1665719{col 26}{space 2}  .040767{col 37}{space 1}    4.09{col 46}{space 3}0.000{col 54}{space 4}   .08667{col 67}{space 3} .2464739
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.969602{col 26}{space 2} .1324557{col 37}{space 1}   75.27{col 46}{space 3}0.000{col 54}{space 4} 9.709994{col 67}{space 3} 10.22921
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  67572.92
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5443

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5175111{col 26}{space 2} .0055794{col 37}{space 1}   92.75{col 46}{space 3}0.000{col 54}{space 4} .5065758{col 67}{space 3} .5284464
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1665719{col 26}{space 2} .0182056{col 37}{space 1}    9.15{col 46}{space 3}0.000{col 54}{space 4} .1308896{col 67}{space 3} .2022542
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.969602{col 26}{space 2} .0928532{col 37}{space 1}  107.37{col 46}{space 3}0.000{col 54}{space 4} 9.787613{col 67}{space 3} 10.15159
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  28908.95
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5443

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5175111{col 26}{space 2} .0249355{col 37}{space 1}   20.75{col 46}{space 3}0.000{col 54}{space 4} .4686384{col 67}{space 3} .5663838
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1665719{col 26}{space 2} .0382123{col 37}{space 1}    4.36{col 46}{space 3}0.000{col 54}{space 4} .0916772{col 67}{space 3} .2414666
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.969602{col 26}{space 2} .1636064{col 37}{space 1}   60.94{col 46}{space 3}0.000{col 54}{space 4}  9.64894{col 67}{space 3} 10.29027
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,218 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(120 real changes made)
(95,718 real changes made)
(130,564 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6966

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4865126{col 26}{space 2} .0077081{col 37}{space 1}   63.12{col 46}{space 3}0.000{col 54}{space 4}  .471405{col 67}{space 3} .5016202
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1635666{col 26}{space 2} .0187861{col 37}{space 1}    8.71{col 46}{space 3}0.000{col 54}{space 4} .1267465{col 67}{space 3} .2003867
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.862978{col 26}{space 2} .1076315{col 37}{space 1}   91.64{col 46}{space 3}0.000{col 54}{space 4} 9.652024{col 67}{space 3} 10.07393
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6966

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4865126{col 26}{space 2} .0332685{col 37}{space 1}   14.62{col 46}{space 3}0.000{col 54}{space 4} .4213075{col 67}{space 3} .5517177
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1635666{col 26}{space 2} .0353438{col 37}{space 1}    4.63{col 46}{space 3}0.000{col 54}{space 4} .0942939{col 67}{space 3} .2328393
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.862978{col 26}{space 2} .0897943{col 37}{space 1}  109.84{col 46}{space 3}0.000{col 54}{space 4} 9.686984{col 67}{space 3} 10.03897
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  46806.59
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6966

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4865126{col 26}{space 2} .0088077{col 37}{space 1}   55.24{col 46}{space 3}0.000{col 54}{space 4} .4692499{col 67}{space 3} .5037753
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1635666{col 26}{space 2} .0197352{col 37}{space 1}    8.29{col 46}{space 3}0.000{col 54}{space 4} .1248864{col 67}{space 3} .2022469
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.862978{col 26}{space 2} .1188668{col 37}{space 1}   82.98{col 46}{space 3}0.000{col 54}{space 4} 9.630003{col 67}{space 3} 10.09595
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  17299.53
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6966

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4865126{col 26}{space 2} .0418672{col 37}{space 1}   11.62{col 46}{space 3}0.000{col 54}{space 4} .4044544{col 67}{space 3} .5685708
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1635666{col 26}{space 2} .0355548{col 37}{space 1}    4.60{col 46}{space 3}0.000{col 54}{space 4} .0938805{col 67}{space 3} .2332528
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.862978{col 26}{space 2} .1058255{col 37}{space 1}   93.20{col 46}{space 3}0.000{col 54}{space 4} 9.655563{col 67}{space 3} 10.07039
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,018 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(108 real changes made)
(95,122 real changes made)
(129,622 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.168

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}    .5407{col 26}{space 2} .0046012{col 37}{space 1}  117.51{col 46}{space 3}0.000{col 54}{space 4} .5316819{col 67}{space 3} .5497182
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2301795{col 26}{space 2} .0118323{col 37}{space 1}   19.45{col 46}{space 3}0.000{col 54}{space 4} .2069886{col 67}{space 3} .2533703
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07012{col 26}{space 2} .0738801{col 37}{space 1}  136.30{col 46}{space 3}0.000{col 54}{space 4} 9.925319{col 67}{space 3} 10.21492
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.168

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}    .5407{col 26}{space 2} .0170172{col 37}{space 1}   31.77{col 46}{space 3}0.000{col 54}{space 4} .5073469{col 67}{space 3} .5740531
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2301795{col 26}{space 2} .0183006{col 37}{space 1}   12.58{col 46}{space 3}0.000{col 54}{space 4}  .194311{col 67}{space 3}  .266048
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07012{col 26}{space 2} .0698835{col 37}{space 1}  144.10{col 46}{space 3}0.000{col 54}{space 4} 9.933152{col 67}{space 3} 10.20709
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  79793.41
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.168

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}    .5407{col 26}{space 2} .0047221{col 37}{space 1}  114.50{col 46}{space 3}0.000{col 54}{space 4} .5314449{col 67}{space 3} .5499551
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2301795{col 26}{space 2} .0123098{col 37}{space 1}   18.70{col 46}{space 3}0.000{col 54}{space 4} .2060528{col 67}{space 3} .2543062
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07012{col 26}{space 2} .0807185{col 37}{space 1}  124.76{col 46}{space 3}0.000{col 54}{space 4} 9.911916{col 67}{space 3} 10.22833
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  23866.93
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.168

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}    .5407{col 26}{space 2} .0163705{col 37}{space 1}   33.03{col 46}{space 3}0.000{col 54}{space 4} .5086144{col 67}{space 3} .5727856
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2301795{col 26}{space 2} .0147425{col 37}{space 1}   15.61{col 46}{space 3}0.000{col 54}{space 4} .2012846{col 67}{space 3} .2590743
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07012{col 26}{space 2} .0690649{col 37}{space 1}  145.81{col 46}{space 3}0.000{col 54}{space 4} 9.934756{col 67}{space 3} 10.20549
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,080 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(98 real changes made)
(120 real changes made)
(94,166 real changes made)
(129,834 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3164

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4855507{col 26}{space 2} .0056963{col 37}{space 1}   85.24{col 46}{space 3}0.000{col 54}{space 4} .4743863{col 67}{space 3} .4967152
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1965775{col 26}{space 2} .0145714{col 37}{space 1}   13.49{col 46}{space 3}0.000{col 54}{space 4} .1680181{col 67}{space 3} .2251369
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.982181{col 26}{space 2}  .082388{col 37}{space 1}  121.16{col 46}{space 3}0.000{col 54}{space 4} 9.820704{col 67}{space 3} 10.14366
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3164

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4855507{col 26}{space 2} .0216194{col 37}{space 1}   22.46{col 46}{space 3}0.000{col 54}{space 4} .4431774{col 67}{space 3} .5279241
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1965775{col 26}{space 2} .0276328{col 37}{space 1}    7.11{col 46}{space 3}0.000{col 54}{space 4} .1424181{col 67}{space 3} .2507369
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.982181{col 26}{space 2} .0446803{col 37}{space 1}  223.41{col 46}{space 3}0.000{col 54}{space 4} 9.894609{col 67}{space 3} 10.06975
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 127115.82
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3164

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4855507{col 26}{space 2} .0041177{col 37}{space 1}  117.92{col 46}{space 3}0.000{col 54}{space 4} .4774801{col 67}{space 3} .4936213
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1965775{col 26}{space 2} .0177242{col 37}{space 1}   11.09{col 46}{space 3}0.000{col 54}{space 4} .1618387{col 67}{space 3} .2313163
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.982181{col 26}{space 2} .0845506{col 37}{space 1}  118.06{col 46}{space 3}0.000{col 54}{space 4} 9.816465{col 67}{space 3}  10.1479
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  67769.29
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3164

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4855507{col 26}{space 2} .0229367{col 37}{space 1}   21.17{col 46}{space 3}0.000{col 54}{space 4} .4405957{col 67}{space 3} .5305058
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1965775{col 26}{space 2} .0280431{col 37}{space 1}    7.01{col 46}{space 3}0.000{col 54}{space 4}  .141614{col 67}{space 3}  .251541
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.982181{col 26}{space 2} .0406404{col 37}{space 1}  245.62{col 46}{space 3}0.000{col 54}{space 4} 9.902528{col 67}{space 3} 10.06184
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(158,446 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(136 real changes made)
(94,972 real changes made)
(129,238 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8605

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4527628{col 26}{space 2} .0094541{col 37}{space 1}   47.89{col 46}{space 3}0.000{col 54}{space 4} .4342331{col 67}{space 3} .4712924
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1571632{col 26}{space 2} .0200522{col 37}{space 1}    7.84{col 46}{space 3}0.000{col 54}{space 4} .1178615{col 67}{space 3} .1964648
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999663{col 26}{space 2} .1190469{col 37}{space 1}   84.00{col 46}{space 3}0.000{col 54}{space 4} 9.766335{col 67}{space 3} 10.23299
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8605

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4527628{col 26}{space 2} .0451551{col 37}{space 1}   10.03{col 46}{space 3}0.000{col 54}{space 4} .3642604{col 67}{space 3} .5412652
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1571632{col 26}{space 2} .0273448{col 37}{space 1}    5.75{col 46}{space 3}0.000{col 54}{space 4} .1035683{col 67}{space 3}  .210758
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999663{col 26}{space 2} .1029135{col 37}{space 1}   97.17{col 46}{space 3}0.000{col 54}{space 4} 9.797956{col 67}{space 3} 10.20137
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  29650.23
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8605

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4527628{col 26}{space 2} .0093457{col 37}{space 1}   48.45{col 46}{space 3}0.000{col 54}{space 4} .4344456{col 67}{space 3}   .47108
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1571632{col 26}{space 2} .0193616{col 37}{space 1}    8.12{col 46}{space 3}0.000{col 54}{space 4} .1192151{col 67}{space 3} .1951113
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999663{col 26}{space 2} .1295211{col 37}{space 1}   77.20{col 46}{space 3}0.000{col 54}{space 4} 9.745806{col 67}{space 3} 10.25352
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  16316.61
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8605

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4527628{col 26}{space 2} .0481513{col 37}{space 1}    9.40{col 46}{space 3}0.000{col 54}{space 4} .3583879{col 67}{space 3} .5471377
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1571632{col 26}{space 2} .0269851{col 37}{space 1}    5.82{col 46}{space 3}0.000{col 54}{space 4} .1042732{col 67}{space 3} .2100531
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999663{col 26}{space 2} .1060336{col 37}{space 1}   94.31{col 46}{space 3}0.000{col 54}{space 4} 9.791841{col 67}{space 3} 10.20748
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,290 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(134 real changes made)
(94,976 real changes made)
(131,118 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4671

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4758041{col 26}{space 2} .0062658{col 37}{space 1}   75.94{col 46}{space 3}0.000{col 54}{space 4} .4635234{col 67}{space 3} .4880847
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .170989{col 26}{space 2} .0164056{col 37}{space 1}   10.42{col 46}{space 3}0.000{col 54}{space 4} .1388346{col 67}{space 3} .2031433
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.946511{col 26}{space 2} .0887348{col 37}{space 1}  112.09{col 46}{space 3}0.000{col 54}{space 4} 9.772594{col 67}{space 3} 10.12043
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4671

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4758041{col 26}{space 2}  .025905{col 37}{space 1}   18.37{col 46}{space 3}0.000{col 54}{space 4} .4250313{col 67}{space 3} .5265769
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .170989{col 26}{space 2}  .029978{col 37}{space 1}    5.70{col 46}{space 3}0.000{col 54}{space 4} .1122332{col 67}{space 3} .2297447
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.946511{col 26}{space 2} .0554397{col 37}{space 1}  179.41{col 46}{space 3}0.000{col 54}{space 4} 9.837851{col 67}{space 3} 10.05517
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  59370.49
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4671

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4758041{col 26}{space 2} .0063621{col 37}{space 1}   74.79{col 46}{space 3}0.000{col 54}{space 4} .4633346{col 67}{space 3} .4882735
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .170989{col 26}{space 2} .0168315{col 37}{space 1}   10.16{col 46}{space 3}0.000{col 54}{space 4} .1379998{col 67}{space 3} .2039781
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.946511{col 26}{space 2}  .092797{col 37}{space 1}  107.19{col 46}{space 3}0.000{col 54}{space 4} 9.764632{col 67}{space 3} 10.12839
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  64177.75
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4671

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4758041{col 26}{space 2} .0207051{col 37}{space 1}   22.98{col 46}{space 3}0.000{col 54}{space 4} .4352228{col 67}{space 3} .5163854
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .170989{col 26}{space 2} .0257789{col 37}{space 1}    6.63{col 46}{space 3}0.000{col 54}{space 4} .1204633{col 67}{space 3} .2215146
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.946511{col 26}{space 2} .0662484{col 37}{space 1}  150.14{col 46}{space 3}0.000{col 54}{space 4} 9.816667{col 67}{space 3} 10.07636
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,438 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(110 real changes made)
(94,542 real changes made)
(130,466 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2241

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5095838{col 26}{space 2} .0051102{col 37}{space 1}   99.72{col 46}{space 3}0.000{col 54}{space 4} .4995681{col 67}{space 3} .5195995
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2104658{col 26}{space 2} .0148937{col 37}{space 1}   14.13{col 46}{space 3}0.000{col 54}{space 4} .1812746{col 67}{space 3}  .239657
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00707{col 26}{space 2} .0770279{col 37}{space 1}  129.91{col 46}{space 3}0.000{col 54}{space 4}   9.8561{col 67}{space 3} 10.15804
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2241

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5095838{col 26}{space 2} .0204057{col 37}{space 1}   24.97{col 46}{space 3}0.000{col 54}{space 4} .4695894{col 67}{space 3} .5495782
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2104658{col 26}{space 2}    .0202{col 37}{space 1}   10.42{col 46}{space 3}0.000{col 54}{space 4} .1708746{col 67}{space 3}  .250057
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00707{col 26}{space 2} .0553326{col 37}{space 1}  180.85{col 46}{space 3}0.000{col 54}{space 4} 9.898622{col 67}{space 3} 10.11552
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  95044.40
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2241

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5095838{col 26}{space 2} .0044009{col 37}{space 1}  115.79{col 46}{space 3}0.000{col 54}{space 4} .5009581{col 67}{space 3} .5182095
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2104658{col 26}{space 2} .0152803{col 37}{space 1}   13.77{col 46}{space 3}0.000{col 54}{space 4}  .180517{col 67}{space 3} .2404146
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00707{col 26}{space 2} .0794235{col 37}{space 1}  126.00{col 46}{space 3}0.000{col 54}{space 4} 9.851405{col 67}{space 3} 10.16274
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  61675.15
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2241

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5095838{col 26}{space 2} .0198508{col 37}{space 1}   25.67{col 46}{space 3}0.000{col 54}{space 4} .4706769{col 67}{space 3} .5484908
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2104658{col 26}{space 2} .0169167{col 37}{space 1}   12.44{col 46}{space 3}0.000{col 54}{space 4} .1773097{col 67}{space 3} .2436219
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00707{col 26}{space 2} .0487413{col 37}{space 1}  205.31{col 46}{space 3}0.000{col 54}{space 4} 9.911541{col 67}{space 3}  10.1026
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,908 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(106 real changes made)
(106 real changes made)
(94,796 real changes made)
(131,414 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5326

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5446589{col 26}{space 2} .0063105{col 37}{space 1}   86.31{col 46}{space 3}0.000{col 54}{space 4} .5322904{col 67}{space 3} .5570273
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2389364{col 26}{space 2} .0157068{col 37}{space 1}   15.21{col 46}{space 3}0.000{col 54}{space 4} .2081516{col 67}{space 3} .2697211
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0373{col 26}{space 2} .0986189{col 37}{space 1}  101.78{col 46}{space 3}0.000{col 54}{space 4} 9.844006{col 67}{space 3} 10.23058
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5326

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5446589{col 26}{space 2} .0272259{col 37}{space 1}   20.01{col 46}{space 3}0.000{col 54}{space 4} .4912971{col 67}{space 3} .5980206
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2389364{col 26}{space 2} .0307686{col 37}{space 1}    7.77{col 46}{space 3}0.000{col 54}{space 4} .1786311{col 67}{space 3} .2992416
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0373{col 26}{space 2} .0615471{col 37}{space 1}  163.08{col 46}{space 3}0.000{col 54}{space 4} 9.916665{col 67}{space 3} 10.15793
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  67625.98
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5326

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5446589{col 26}{space 2} .0066922{col 37}{space 1}   81.39{col 46}{space 3}0.000{col 54}{space 4} .5315423{col 67}{space 3} .5577754
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2389364{col 26}{space 2} .0169491{col 37}{space 1}   14.10{col 46}{space 3}0.000{col 54}{space 4} .2057168{col 67}{space 3} .2721559
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0373{col 26}{space 2} .0841184{col 37}{space 1}  119.32{col 46}{space 3}0.000{col 54}{space 4} 9.872426{col 67}{space 3} 10.20216
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  14590.36
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5326

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5446589{col 26}{space 2} .0239321{col 37}{space 1}   22.76{col 46}{space 3}0.000{col 54}{space 4} .4977528{col 67}{space 3} .5915649
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2389364{col 26}{space 2} .0273527{col 37}{space 1}    8.74{col 46}{space 3}0.000{col 54}{space 4} .1853261{col 67}{space 3} .2925467
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0373{col 26}{space 2} .0852925{col 37}{space 1}  117.68{col 46}{space 3}0.000{col 54}{space 4} 9.870125{col 67}{space 3} 10.20447
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,466 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(108 real changes made)
(94,532 real changes made)
(131,352 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.465

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5268971{col 26}{space 2} .0062139{col 37}{space 1}   84.79{col 46}{space 3}0.000{col 54}{space 4}  .514718{col 67}{space 3} .5390761
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1992064{col 26}{space 2} .0170283{col 37}{space 1}   11.70{col 46}{space 3}0.000{col 54}{space 4} .1658316{col 67}{space 3} .2325812
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04821{col 26}{space 2} .0937968{col 37}{space 1}  107.13{col 46}{space 3}0.000{col 54}{space 4}  9.86437{col 67}{space 3} 10.23205
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.465

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5268971{col 26}{space 2} .0269213{col 37}{space 1}   19.57{col 46}{space 3}0.000{col 54}{space 4} .4741324{col 67}{space 3} .5796618
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1992064{col 26}{space 2}  .024555{col 37}{space 1}    8.11{col 46}{space 3}0.000{col 54}{space 4} .1510795{col 67}{space 3} .2473334
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04821{col 26}{space 2} .0651024{col 37}{space 1}  154.34{col 46}{space 3}0.000{col 54}{space 4}  9.92061{col 67}{space 3} 10.17581
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  48475.03
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.465

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5268971{col 26}{space 2} .0058779{col 37}{space 1}   89.64{col 46}{space 3}0.000{col 54}{space 4} .5153766{col 67}{space 3} .5384176
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1992064{col 26}{space 2} .0157045{col 37}{space 1}   12.68{col 46}{space 3}0.000{col 54}{space 4} .1684261{col 67}{space 3} .2299867
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04821{col 26}{space 2} .0943283{col 37}{space 1}  106.52{col 46}{space 3}0.000{col 54}{space 4} 9.863328{col 67}{space 3} 10.23309
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  21583.24
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.465

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5268971{col 26}{space 2} .0283156{col 37}{space 1}   18.61{col 46}{space 3}0.000{col 54}{space 4} .4713995{col 67}{space 3} .5823947
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1992064{col 26}{space 2} .0229524{col 37}{space 1}    8.68{col 46}{space 3}0.000{col 54}{space 4} .1542205{col 67}{space 3} .2441924
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04821{col 26}{space 2} .0727821{col 37}{space 1}  138.06{col 46}{space 3}0.000{col 54}{space 4} 9.905558{col 67}{space 3} 10.19086
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,492 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(108 real changes made)
(126 real changes made)
(94,894 real changes made)
(130,752 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4436

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5144421{col 26}{space 2} .0059253{col 37}{space 1}   86.82{col 46}{space 3}0.000{col 54}{space 4} .5028286{col 67}{space 3} .5260555
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .212317{col 26}{space 2} .0172289{col 37}{space 1}   12.32{col 46}{space 3}0.000{col 54}{space 4}  .178549{col 67}{space 3}  .246085
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.983643{col 26}{space 2} .0924117{col 37}{space 1}  108.03{col 46}{space 3}0.000{col 54}{space 4} 9.802519{col 67}{space 3} 10.16477
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4436

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5144421{col 26}{space 2} .0240086{col 37}{space 1}   21.43{col 46}{space 3}0.000{col 54}{space 4} .4673861{col 67}{space 3}  .561498
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .212317{col 26}{space 2}  .025733{col 37}{space 1}    8.25{col 46}{space 3}0.000{col 54}{space 4} .1618811{col 67}{space 3} .2627528
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.983643{col 26}{space 2} .0573396{col 37}{space 1}  174.11{col 46}{space 3}0.000{col 54}{space 4} 9.871259{col 67}{space 3} 10.09603
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  93511.93
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4436

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5144421{col 26}{space 2} .0056174{col 37}{space 1}   91.58{col 46}{space 3}0.000{col 54}{space 4} .5034322{col 67}{space 3} .5254519
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .212317{col 26}{space 2} .0200453{col 37}{space 1}   10.59{col 46}{space 3}0.000{col 54}{space 4} .1730288{col 67}{space 3} .2516051
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.983643{col 26}{space 2} .0884589{col 37}{space 1}  112.86{col 46}{space 3}0.000{col 54}{space 4} 9.810266{col 67}{space 3} 10.15702
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  34276.20
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4436

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5144421{col 26}{space 2} .0223329{col 37}{space 1}   23.04{col 46}{space 3}0.000{col 54}{space 4} .4706703{col 67}{space 3} .5582138
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .212317{col 26}{space 2} .0243482{col 37}{space 1}    8.72{col 46}{space 3}0.000{col 54}{space 4} .1645954{col 67}{space 3} .2600385
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.983643{col 26}{space 2} .0580382{col 37}{space 1}  172.02{col 46}{space 3}0.000{col 54}{space 4}  9.86989{col 67}{space 3}  10.0974
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,438 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(86 real changes made)
(95,356 real changes made)
(130,186 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2964

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5316612{col 26}{space 2} .0051426{col 37}{space 1}  103.38{col 46}{space 3}0.000{col 54}{space 4} .5215819{col 67}{space 3} .5417405
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2438092{col 26}{space 2} .0137372{col 37}{space 1}   17.75{col 46}{space 3}0.000{col 54}{space 4} .2168847{col 67}{space 3} .2707336
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03822{col 26}{space 2} .0822155{col 37}{space 1}  122.10{col 46}{space 3}0.000{col 54}{space 4} 9.877079{col 67}{space 3} 10.19936
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2964

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5316612{col 26}{space 2} .0200946{col 37}{space 1}   26.46{col 46}{space 3}0.000{col 54}{space 4} .4922766{col 67}{space 3} .5710459
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2438092{col 26}{space 2} .0202641{col 37}{space 1}   12.03{col 46}{space 3}0.000{col 54}{space 4} .2040923{col 67}{space 3}  .283526
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03822{col 26}{space 2} .0598347{col 37}{space 1}  167.77{col 46}{space 3}0.000{col 54}{space 4} 9.920944{col 67}{space 3} 10.15549
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  96886.94
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2964

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5316612{col 26}{space 2} .0054442{col 37}{space 1}   97.66{col 46}{space 3}0.000{col 54}{space 4} .5209908{col 67}{space 3} .5423316
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2438092{col 26}{space 2} .0154857{col 37}{space 1}   15.74{col 46}{space 3}0.000{col 54}{space 4} .2134577{col 67}{space 3} .2741607
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03822{col 26}{space 2} .0799821{col 37}{space 1}  125.51{col 46}{space 3}0.000{col 54}{space 4} 9.881456{col 67}{space 3} 10.19498
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  37243.56
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2964

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5316612{col 26}{space 2} .0221243{col 37}{space 1}   24.03{col 46}{space 3}0.000{col 54}{space 4} .4882985{col 67}{space 3}  .575024
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2438092{col 26}{space 2} .0233496{col 37}{space 1}   10.44{col 46}{space 3}0.000{col 54}{space 4} .1980447{col 67}{space 3} .2895736
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03822{col 26}{space 2} .0795865{col 37}{space 1}  126.13{col 46}{space 3}0.000{col 54}{space 4} 9.882231{col 67}{space 3}  10.1942
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,020 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(100 real changes made)
(94,382 real changes made)
(131,606 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3468

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4905594{col 26}{space 2} .0054157{col 37}{space 1}   90.58{col 46}{space 3}0.000{col 54}{space 4} .4799447{col 67}{space 3}  .501174
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1779475{col 26}{space 2} .0160376{col 37}{space 1}   11.10{col 46}{space 3}0.000{col 54}{space 4} .1465145{col 67}{space 3} .2093806
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0805{col 26}{space 2} .0839057{col 37}{space 1}  120.14{col 46}{space 3}0.000{col 54}{space 4} 9.916043{col 67}{space 3} 10.24495
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3468

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4905594{col 26}{space 2} .0205967{col 37}{space 1}   23.82{col 46}{space 3}0.000{col 54}{space 4} .4501905{col 67}{space 3} .5309282
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1779475{col 26}{space 2} .0259363{col 37}{space 1}    6.86{col 46}{space 3}0.000{col 54}{space 4} .1271133{col 67}{space 3} .2287817
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0805{col 26}{space 2}  .057649{col 37}{space 1}  174.86{col 46}{space 3}0.000{col 54}{space 4} 9.967505{col 67}{space 3} 10.19349
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  85517.09
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3468

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4905594{col 26}{space 2} .0053314{col 37}{space 1}   92.01{col 46}{space 3}0.000{col 54}{space 4} .4801101{col 67}{space 3} .5010086
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1779475{col 26}{space 2} .0168822{col 37}{space 1}   10.54{col 46}{space 3}0.000{col 54}{space 4} .1448589{col 67}{space 3} .2110361
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0805{col 26}{space 2} .0843849{col 37}{space 1}  119.46{col 46}{space 3}0.000{col 54}{space 4} 9.915104{col 67}{space 3} 10.24589
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  32432.74
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3468

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4905594{col 26}{space 2} .0219437{col 37}{space 1}   22.36{col 46}{space 3}0.000{col 54}{space 4} .4475506{col 67}{space 3} .5335682
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1779475{col 26}{space 2} .0279243{col 37}{space 1}    6.37{col 46}{space 3}0.000{col 54}{space 4} .1232169{col 67}{space 3} .2326781
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0805{col 26}{space 2} .0674698{col 37}{space 1}  149.41{col 46}{space 3}0.000{col 54}{space 4} 9.948257{col 67}{space 3} 10.21273
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,646 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(94 real changes made)
(140 real changes made)
(95,022 real changes made)
(131,868 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.0268

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4998325{col 26}{space 2} .0089707{col 37}{space 1}   55.72{col 46}{space 3}0.000{col 54}{space 4} .4822502{col 67}{space 3} .5174148
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2128694{col 26}{space 2} .0248289{col 37}{space 1}    8.57{col 46}{space 3}0.000{col 54}{space 4} .1642056{col 67}{space 3} .2615331
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02854{col 26}{space 2} .1320903{col 37}{space 1}   75.92{col 46}{space 3}0.000{col 54}{space 4} 9.769648{col 67}{space 3} 10.28743
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.0268

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4998325{col 26}{space 2} .0399092{col 37}{space 1}   12.52{col 46}{space 3}0.000{col 54}{space 4}  .421612{col 67}{space 3} .5780531
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2128694{col 26}{space 2} .0444124{col 37}{space 1}    4.79{col 46}{space 3}0.000{col 54}{space 4} .1258226{col 67}{space 3} .2999161
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02854{col 26}{space 2} .0775602{col 37}{space 1}  129.30{col 46}{space 3}0.000{col 54}{space 4} 9.876525{col 67}{space 3} 10.18056
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  29359.32
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.0268

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4998325{col 26}{space 2} .0076948{col 37}{space 1}   64.96{col 46}{space 3}0.000{col 54}{space 4} .4847511{col 67}{space 3}  .514914
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2128694{col 26}{space 2} .0246061{col 37}{space 1}    8.65{col 46}{space 3}0.000{col 54}{space 4} .1646422{col 67}{space 3} .2610965
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02854{col 26}{space 2} .1081356{col 37}{space 1}   92.74{col 46}{space 3}0.000{col 54}{space 4} 9.816598{col 67}{space 3} 10.24048
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  20964.22
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.0268

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4998325{col 26}{space 2} .0420965{col 37}{space 1}   11.87{col 46}{space 3}0.000{col 54}{space 4} .4173249{col 67}{space 3} .5823402
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2128694{col 26}{space 2} .0446851{col 37}{space 1}    4.76{col 46}{space 3}0.000{col 54}{space 4} .1252882{col 67}{space 3} .3004505
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02854{col 26}{space 2} .0868018{col 37}{space 1}  115.53{col 46}{space 3}0.000{col 54}{space 4} 9.858411{col 67}{space 3} 10.19867
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,132 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(120 real changes made)
(94,654 real changes made)
(130,942 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4476

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5161572{col 26}{space 2} .0059298{col 37}{space 1}   87.05{col 46}{space 3}0.000{col 54}{space 4} .5045351{col 67}{space 3} .5277793
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2553572{col 26}{space 2} .0159397{col 37}{space 1}   16.02{col 46}{space 3}0.000{col 54}{space 4} .2241159{col 67}{space 3} .2865984
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.08779{col 26}{space 2} .0929014{col 37}{space 1}  108.59{col 46}{space 3}0.000{col 54}{space 4} 9.905707{col 67}{space 3} 10.26987
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4476

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5161572{col 26}{space 2} .0235515{col 37}{space 1}   21.92{col 46}{space 3}0.000{col 54}{space 4} .4699972{col 67}{space 3} .5623173
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2553572{col 26}{space 2} .0278506{col 37}{space 1}    9.17{col 46}{space 3}0.000{col 54}{space 4}  .200771{col 67}{space 3} .3099433
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.08779{col 26}{space 2} .0532359{col 37}{space 1}  189.49{col 46}{space 3}0.000{col 54}{space 4}  9.98345{col 67}{space 3} 10.19213
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  74328.52
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4476

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5161572{col 26}{space 2} .0041203{col 37}{space 1}  125.27{col 46}{space 3}0.000{col 54}{space 4} .5080816{col 67}{space 3} .5242328
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2553572{col 26}{space 2} .0192501{col 37}{space 1}   13.27{col 46}{space 3}0.000{col 54}{space 4} .2176276{col 67}{space 3} .2930867
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.08779{col 26}{space 2} .0793958{col 37}{space 1}  127.06{col 46}{space 3}0.000{col 54}{space 4} 9.932178{col 67}{space 3}  10.2434
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  34043.33
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4476

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5161572{col 26}{space 2} .0240119{col 37}{space 1}   21.50{col 46}{space 3}0.000{col 54}{space 4} .4690948{col 67}{space 3} .5632197
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2553572{col 26}{space 2} .0212605{col 37}{space 1}   12.01{col 46}{space 3}0.000{col 54}{space 4} .2136873{col 67}{space 3}  .297027
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.08779{col 26}{space 2} .0614221{col 37}{space 1}  164.24{col 46}{space 3}0.000{col 54}{space 4} 9.967405{col 67}{space 3} 10.20818
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,554 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(100 real changes made)
(102 real changes made)
(94,648 real changes made)
(130,688 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6457

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5121374{col 26}{space 2} .0066925{col 37}{space 1}   76.52{col 46}{space 3}0.000{col 54}{space 4} .4990203{col 67}{space 3} .5252544
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2282943{col 26}{space 2} .0164276{col 37}{space 1}   13.90{col 46}{space 3}0.000{col 54}{space 4} .1960968{col 67}{space 3} .2604917
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.979578{col 26}{space 2}  .101938{col 37}{space 1}   97.90{col 46}{space 3}0.000{col 54}{space 4} 9.779783{col 67}{space 3} 10.17937
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6457

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5121374{col 26}{space 2} .0293223{col 37}{space 1}   17.47{col 46}{space 3}0.000{col 54}{space 4} .4546668{col 67}{space 3}  .569608
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2282943{col 26}{space 2} .0239078{col 37}{space 1}    9.55{col 46}{space 3}0.000{col 54}{space 4} .1814359{col 67}{space 3} .2751527
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.979578{col 26}{space 2} .0655128{col 37}{space 1}  152.33{col 46}{space 3}0.000{col 54}{space 4} 9.851175{col 67}{space 3} 10.10798
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  46827.23
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6457

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5121374{col 26}{space 2} .0063046{col 37}{space 1}   81.23{col 46}{space 3}0.000{col 54}{space 4} .4997805{col 67}{space 3} .5244942
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2282943{col 26}{space 2} .0145014{col 37}{space 1}   15.74{col 46}{space 3}0.000{col 54}{space 4} .1998721{col 67}{space 3} .2567165
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.979578{col 26}{space 2} .0965594{col 37}{space 1}  103.35{col 46}{space 3}0.000{col 54}{space 4} 9.790325{col 67}{space 3} 10.16883
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  26129.41
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6457

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5121374{col 26}{space 2} .0287845{col 37}{space 1}   17.79{col 46}{space 3}0.000{col 54}{space 4} .4557208{col 67}{space 3} .5685539
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2282943{col 26}{space 2}  .025643{col 37}{space 1}    8.90{col 46}{space 3}0.000{col 54}{space 4} .1780349{col 67}{space 3} .2785536
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.979578{col 26}{space 2} .0737642{col 37}{space 1}  135.29{col 46}{space 3}0.000{col 54}{space 4} 9.835003{col 67}{space 3} 10.12415
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(158,298 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(120 real changes made)
(95,236 real changes made)
(129,068 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8473

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4945343{col 26}{space 2} .0082878{col 37}{space 1}   59.67{col 46}{space 3}0.000{col 54}{space 4} .4782904{col 67}{space 3} .5107781
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2086256{col 26}{space 2} .0227204{col 37}{space 1}    9.18{col 46}{space 3}0.000{col 54}{space 4} .1640944{col 67}{space 3} .2531568
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981473{col 26}{space 2} .1192901{col 37}{space 1}   83.67{col 46}{space 3}0.000{col 54}{space 4} 9.747668{col 67}{space 3} 10.21528
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8473

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4945343{col 26}{space 2} .0368211{col 37}{space 1}   13.43{col 46}{space 3}0.000{col 54}{space 4} .4223662{col 67}{space 3} .5667023
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2086256{col 26}{space 2} .0421916{col 37}{space 1}    4.94{col 46}{space 3}0.000{col 54}{space 4} .1259315{col 67}{space 3} .2913197
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981473{col 26}{space 2} .0713233{col 37}{space 1}  139.95{col 46}{space 3}0.000{col 54}{space 4} 9.841682{col 67}{space 3} 10.12126
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  31963.20
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8473

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4945343{col 26}{space 2} .0099049{col 37}{space 1}   49.93{col 46}{space 3}0.000{col 54}{space 4} .4751211{col 67}{space 3} .5139475
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2086256{col 26}{space 2} .0228233{col 37}{space 1}    9.14{col 46}{space 3}0.000{col 54}{space 4} .1638928{col 67}{space 3} .2533585
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981473{col 26}{space 2} .1443599{col 37}{space 1}   69.14{col 46}{space 3}0.000{col 54}{space 4} 9.698533{col 67}{space 3} 10.26441
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  23590.45
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8473

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4945343{col 26}{space 2} .0424324{col 37}{space 1}   11.65{col 46}{space 3}0.000{col 54}{space 4} .4113683{col 67}{space 3} .5777002
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2086256{col 26}{space 2} .0453734{col 37}{space 1}    4.60{col 46}{space 3}0.000{col 54}{space 4} .1196954{col 67}{space 3} .2975558
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981473{col 26}{space 2} .0969912{col 37}{space 1}  102.91{col 46}{space 3}0.000{col 54}{space 4} 9.791374{col 67}{space 3} 10.17157
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,534 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(72 real changes made)
(102 real changes made)
(95,418 real changes made)
(130,994 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5023

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5298281{col 26}{space 2} .0059731{col 37}{space 1}   88.70{col 46}{space 3}0.000{col 54}{space 4} .5181212{col 67}{space 3} .5415351
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .219133{col 26}{space 2} .0160856{col 37}{space 1}   13.62{col 46}{space 3}0.000{col 54}{space 4} .1876059{col 67}{space 3} .2506602
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.976148{col 26}{space 2} .0945795{col 37}{space 1}  105.48{col 46}{space 3}0.000{col 54}{space 4} 9.790776{col 67}{space 3} 10.16152
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5023

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5298281{col 26}{space 2} .0244278{col 37}{space 1}   21.69{col 46}{space 3}0.000{col 54}{space 4} .4819504{col 67}{space 3} .5777058
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .219133{col 26}{space 2} .0252839{col 37}{space 1}    8.67{col 46}{space 3}0.000{col 54}{space 4} .1695776{col 67}{space 3} .2686885
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.976148{col 26}{space 2} .0615755{col 37}{space 1}  162.01{col 46}{space 3}0.000{col 54}{space 4} 9.855463{col 67}{space 3} 10.09683
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  88473.94
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5023

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5298281{col 26}{space 2} .0051677{col 37}{space 1}  102.53{col 46}{space 3}0.000{col 54}{space 4} .5196995{col 67}{space 3} .5399567
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .219133{col 26}{space 2} .0179234{col 37}{space 1}   12.23{col 46}{space 3}0.000{col 54}{space 4} .1840039{col 67}{space 3} .2542622
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.976148{col 26}{space 2} .0818953{col 37}{space 1}  121.82{col 46}{space 3}0.000{col 54}{space 4} 9.815636{col 67}{space 3} 10.13666
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  66276.82
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5023

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5298281{col 26}{space 2} .0213331{col 37}{space 1}   24.84{col 46}{space 3}0.000{col 54}{space 4}  .488016{col 67}{space 3} .5716402
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .219133{col 26}{space 2} .0261829{col 37}{space 1}    8.37{col 46}{space 3}0.000{col 54}{space 4} .1678154{col 67}{space 3} .2704507
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.976148{col 26}{space 2}  .078712{col 37}{space 1}  126.74{col 46}{space 3}0.000{col 54}{space 4} 9.821876{col 67}{space 3} 10.13042
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,292 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(110 real changes made)
(132 real changes made)
(94,928 real changes made)
(130,830 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.786

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4376405{col 26}{space 2} .0085568{col 37}{space 1}   51.15{col 46}{space 3}0.000{col 54}{space 4} .4208696{col 67}{space 3} .4544115
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1640341{col 26}{space 2} .0186102{col 37}{space 1}    8.81{col 46}{space 3}0.000{col 54}{space 4} .1275588{col 67}{space 3} .2005094
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.08298{col 26}{space 2} .1171517{col 37}{space 1}   86.07{col 46}{space 3}0.000{col 54}{space 4} 9.853362{col 67}{space 3} 10.31259
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.786

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4376405{col 26}{space 2} .0342418{col 37}{space 1}   12.78{col 46}{space 3}0.000{col 54}{space 4} .3705278{col 67}{space 3} .5047533
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1640341{col 26}{space 2} .0368615{col 37}{space 1}    4.45{col 46}{space 3}0.000{col 54}{space 4}  .091787{col 67}{space 3} .2362812
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.08298{col 26}{space 2} .0616715{col 37}{space 1}  163.49{col 46}{space 3}0.000{col 54}{space 4} 9.962101{col 67}{space 3} 10.20385
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  48458.99
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.786

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4376405{col 26}{space 2} .0089332{col 37}{space 1}   48.99{col 46}{space 3}0.000{col 54}{space 4} .4201318{col 67}{space 3} .4551493
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1640341{col 26}{space 2} .0187416{col 37}{space 1}    8.75{col 46}{space 3}0.000{col 54}{space 4} .1273012{col 67}{space 3}  .200767
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.08298{col 26}{space 2} .1255383{col 37}{space 1}   80.32{col 46}{space 3}0.000{col 54}{space 4} 9.836925{col 67}{space 3} 10.32903
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  31660.26
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.786

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4376405{col 26}{space 2} .0320754{col 37}{space 1}   13.64{col 46}{space 3}0.000{col 54}{space 4} .3747739{col 67}{space 3} .5005072
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1640341{col 26}{space 2} .0328311{col 37}{space 1}    5.00{col 46}{space 3}0.000{col 54}{space 4} .0996863{col 67}{space 3} .2283819
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.08298{col 26}{space 2} .0625317{col 37}{space 1}  161.25{col 46}{space 3}0.000{col 54}{space 4} 9.960416{col 67}{space 3} 10.20554
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,420 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(94 real changes made)
(112 real changes made)
(95,264 real changes made)
(131,006 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4631

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4815486{col 26}{space 2} .0065717{col 37}{space 1}   73.28{col 46}{space 3}0.000{col 54}{space 4} .4686683{col 67}{space 3} .4944289
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2159845{col 26}{space 2} .0159493{col 37}{space 1}   13.54{col 46}{space 3}0.000{col 54}{space 4} .1847244{col 67}{space 3} .2472445
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.959831{col 26}{space 2} .0951182{col 37}{space 1}  104.71{col 46}{space 3}0.000{col 54}{space 4} 9.773402{col 67}{space 3} 10.14626
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4631

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4815486{col 26}{space 2} .0253679{col 37}{space 1}   18.98{col 46}{space 3}0.000{col 54}{space 4} .4318283{col 67}{space 3} .5312689
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2159845{col 26}{space 2} .0328732{col 37}{space 1}    6.57{col 46}{space 3}0.000{col 54}{space 4} .1515542{col 67}{space 3} .2804148
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.959831{col 26}{space 2} .0570984{col 37}{space 1}  174.43{col 46}{space 3}0.000{col 54}{space 4}  9.84792{col 67}{space 3} 10.07174
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  64616.95
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4631

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4815486{col 26}{space 2} .0072624{col 37}{space 1}   66.31{col 46}{space 3}0.000{col 54}{space 4} .4673146{col 67}{space 3} .4957826
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2159845{col 26}{space 2} .0168321{col 37}{space 1}   12.83{col 46}{space 3}0.000{col 54}{space 4} .1829942{col 67}{space 3} .2489747
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.959831{col 26}{space 2} .0981255{col 37}{space 1}  101.50{col 46}{space 3}0.000{col 54}{space 4} 9.767508{col 67}{space 3} 10.15215
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  26641.64
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4631

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4815486{col 26}{space 2} .0268643{col 37}{space 1}   17.93{col 46}{space 3}0.000{col 54}{space 4} .4288956{col 67}{space 3} .5342016
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2159845{col 26}{space 2} .0291666{col 37}{space 1}    7.41{col 46}{space 3}0.000{col 54}{space 4}  .158819{col 67}{space 3}   .27315
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.959831{col 26}{space 2} .0619052{col 37}{space 1}  160.89{col 46}{space 3}0.000{col 54}{space 4} 9.838499{col 67}{space 3} 10.08116
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,846 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(96 real changes made)
(95,316 real changes made)
(130,350 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.201

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .482821{col 26}{space 2} .0056225{col 37}{space 1}   85.87{col 46}{space 3}0.000{col 54}{space 4} .4718012{col 67}{space 3} .4938408
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2067799{col 26}{space 2} .0115811{col 37}{space 1}   17.85{col 46}{space 3}0.000{col 54}{space 4} .1840813{col 67}{space 3} .2294785
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.991031{col 26}{space 2} .0771689{col 37}{space 1}  129.47{col 46}{space 3}0.000{col 54}{space 4} 9.839783{col 67}{space 3} 10.14228
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.201

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .482821{col 26}{space 2} .0226735{col 37}{space 1}   21.29{col 46}{space 3}0.000{col 54}{space 4} .4383818{col 67}{space 3} .5272603
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2067799{col 26}{space 2} .0173838{col 37}{space 1}   11.89{col 46}{space 3}0.000{col 54}{space 4} .1727083{col 67}{space 3} .2408515
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.991031{col 26}{space 2} .0596835{col 37}{space 1}  167.40{col 46}{space 3}0.000{col 54}{space 4} 9.874054{col 67}{space 3} 10.10801
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  78982.69
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.201

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .482821{col 26}{space 2} .0054578{col 37}{space 1}   88.46{col 46}{space 3}0.000{col 54}{space 4}  .472124{col 67}{space 3} .4935181
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2067799{col 26}{space 2} .0120424{col 37}{space 1}   17.17{col 46}{space 3}0.000{col 54}{space 4} .1831773{col 67}{space 3} .2303825
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.991031{col 26}{space 2} .0808193{col 37}{space 1}  123.62{col 46}{space 3}0.000{col 54}{space 4} 9.832628{col 67}{space 3} 10.14943
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  31165.40
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.201

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .482821{col 26}{space 2} .0208772{col 37}{space 1}   23.13{col 46}{space 3}0.000{col 54}{space 4} .4419025{col 67}{space 3} .5237396
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2067799{col 26}{space 2} .0170486{col 37}{space 1}   12.13{col 46}{space 3}0.000{col 54}{space 4} .1733652{col 67}{space 3} .2401946
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.991031{col 26}{space 2} .0600342{col 37}{space 1}  166.42{col 46}{space 3}0.000{col 54}{space 4} 9.873366{col 67}{space 3}  10.1087
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,244 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(104 real changes made)
(126 real changes made)
(94,538 real changes made)
(130,046 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4061

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5201521{col 26}{space 2} .0059631{col 37}{space 1}   87.23{col 46}{space 3}0.000{col 54}{space 4} .5084648{col 67}{space 3} .5318395
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1990055{col 26}{space 2} .0172924{col 37}{space 1}   11.51{col 46}{space 3}0.000{col 54}{space 4} .1651131{col 67}{space 3}  .232898
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.925425{col 26}{space 2}  .091607{col 37}{space 1}  108.35{col 46}{space 3}0.000{col 54}{space 4} 9.745879{col 67}{space 3} 10.10497
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4061

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5201521{col 26}{space 2}  .022665{col 37}{space 1}   22.95{col 46}{space 3}0.000{col 54}{space 4} .4757295{col 67}{space 3} .5645748
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1990055{col 26}{space 2} .0332816{col 37}{space 1}    5.98{col 46}{space 3}0.000{col 54}{space 4} .1337747{col 67}{space 3} .2642363
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.925425{col 26}{space 2} .1000271{col 37}{space 1}   99.23{col 46}{space 3}0.000{col 54}{space 4} 9.729376{col 67}{space 3} 10.12147
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 105908.29
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4061

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5201521{col 26}{space 2} .0062242{col 37}{space 1}   83.57{col 46}{space 3}0.000{col 54}{space 4} .5079529{col 67}{space 3} .5323514
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1990055{col 26}{space 2}  .016096{col 37}{space 1}   12.36{col 46}{space 3}0.000{col 54}{space 4} .1674579{col 67}{space 3} .2305531
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.925425{col 26}{space 2} .0978165{col 37}{space 1}  101.47{col 46}{space 3}0.000{col 54}{space 4} 9.733709{col 67}{space 3} 10.11714
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  27127.37
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4061

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5201521{col 26}{space 2} .0234429{col 37}{space 1}   22.19{col 46}{space 3}0.000{col 54}{space 4} .4742049{col 67}{space 3} .5660994
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1990055{col 26}{space 2} .0290937{col 37}{space 1}    6.84{col 46}{space 3}0.000{col 54}{space 4} .1419829{col 67}{space 3} .2560281
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.925425{col 26}{space 2} .1205392{col 37}{space 1}   82.34{col 46}{space 3}0.000{col 54}{space 4} 9.689173{col 67}{space 3} 10.16168
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,460 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(104 real changes made)
(95,032 real changes made)
(129,726 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5499

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4768058{col 26}{space 2} .0069351{col 37}{space 1}   68.75{col 46}{space 3}0.000{col 54}{space 4} .4632133{col 67}{space 3} .4903982
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1698696{col 26}{space 2} .0202991{col 37}{space 1}    8.37{col 46}{space 3}0.000{col 54}{space 4} .1300841{col 67}{space 3} .2096552
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00672{col 26}{space 2} .0978301{col 37}{space 1}  102.29{col 46}{space 3}0.000{col 54}{space 4} 9.814977{col 67}{space 3} 10.19846
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5499

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4768058{col 26}{space 2} .0305923{col 37}{space 1}   15.59{col 46}{space 3}0.000{col 54}{space 4}  .416846{col 67}{space 3} .5367656
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1698696{col 26}{space 2} .0248359{col 37}{space 1}    6.84{col 46}{space 3}0.000{col 54}{space 4} .1211922{col 67}{space 3} .2185471
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00672{col 26}{space 2} .0665421{col 37}{space 1}  150.38{col 46}{space 3}0.000{col 54}{space 4} 9.876301{col 67}{space 3} 10.13714
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  53011.05
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5499

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4768058{col 26}{space 2} .0058083{col 37}{space 1}   82.09{col 46}{space 3}0.000{col 54}{space 4} .4654218{col 67}{space 3} .4881898
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1698696{col 26}{space 2}  .020334{col 37}{space 1}    8.35{col 46}{space 3}0.000{col 54}{space 4} .1300157{col 67}{space 3} .2097235
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00672{col 26}{space 2} .0816656{col 37}{space 1}  122.53{col 46}{space 3}0.000{col 54}{space 4} 9.846659{col 67}{space 3} 10.16678
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  29099.34
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5499

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4768058{col 26}{space 2} .0256159{col 37}{space 1}   18.61{col 46}{space 3}0.000{col 54}{space 4} .4265996{col 67}{space 3}  .527012
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1698696{col 26}{space 2} .0265578{col 37}{space 1}    6.40{col 46}{space 3}0.000{col 54}{space 4} .1178174{col 67}{space 3} .2219219
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00672{col 26}{space 2} .0682204{col 37}{space 1}  146.68{col 46}{space 3}0.000{col 54}{space 4} 9.873011{col 67}{space 3} 10.14043
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,490 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(106 real changes made)
(95,132 real changes made)
(131,218 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6306

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4800586{col 26}{space 2} .0074145{col 37}{space 1}   64.75{col 46}{space 3}0.000{col 54}{space 4} .4655265{col 67}{space 3} .4945907
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1715852{col 26}{space 2} .0184901{col 37}{space 1}    9.28{col 46}{space 3}0.000{col 54}{space 4} .1353453{col 67}{space 3}  .207825
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.994847{col 26}{space 2} .1018515{col 37}{space 1}   98.13{col 46}{space 3}0.000{col 54}{space 4} 9.795221{col 67}{space 3} 10.19447
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6306

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4800586{col 26}{space 2} .0325574{col 37}{space 1}   14.75{col 46}{space 3}0.000{col 54}{space 4} .4162474{col 67}{space 3} .5438698
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1715852{col 26}{space 2} .0297657{col 37}{space 1}    5.76{col 46}{space 3}0.000{col 54}{space 4} .1132454{col 67}{space 3} .2299249
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.994847{col 26}{space 2} .0493318{col 37}{space 1}  202.60{col 46}{space 3}0.000{col 54}{space 4} 9.898158{col 67}{space 3} 10.09154
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  55861.44
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6306

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4800586{col 26}{space 2} .0070962{col 37}{space 1}   67.65{col 46}{space 3}0.000{col 54}{space 4} .4661504{col 67}{space 3} .4939668
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1715852{col 26}{space 2} .0179038{col 37}{space 1}    9.58{col 46}{space 3}0.000{col 54}{space 4} .1364943{col 67}{space 3}  .206676
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.994847{col 26}{space 2} .0856844{col 37}{space 1}  116.65{col 46}{space 3}0.000{col 54}{space 4} 9.826908{col 67}{space 3} 10.16278
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  40608.28
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6306

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4800586{col 26}{space 2} .0278194{col 37}{space 1}   17.26{col 46}{space 3}0.000{col 54}{space 4} .4255337{col 67}{space 3} .5345835
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1715852{col 26}{space 2} .0219319{col 37}{space 1}    7.82{col 46}{space 3}0.000{col 54}{space 4} .1285995{col 67}{space 3} .2145708
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.994847{col 26}{space 2} .0513642{col 37}{space 1}  194.59{col 46}{space 3}0.000{col 54}{space 4} 9.894175{col 67}{space 3} 10.09552
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,518 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(108 real changes made)
(128 real changes made)
(95,064 real changes made)
(131,204 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5544

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5020438{col 26}{space 2} .0067476{col 37}{space 1}   74.40{col 46}{space 3}0.000{col 54}{space 4} .4888188{col 67}{space 3} .5152688
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1884668{col 26}{space 2} .0158707{col 37}{space 1}   11.88{col 46}{space 3}0.000{col 54}{space 4} .1573608{col 67}{space 3} .2195729
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03653{col 26}{space 2} .0992124{col 37}{space 1}  101.16{col 46}{space 3}0.000{col 54}{space 4} 9.842081{col 67}{space 3} 10.23099
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5544

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5020438{col 26}{space 2}  .028373{col 37}{space 1}   17.69{col 46}{space 3}0.000{col 54}{space 4} .4464337{col 67}{space 3} .5576539
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1884668{col 26}{space 2}  .022477{col 37}{space 1}    8.38{col 46}{space 3}0.000{col 54}{space 4} .1444128{col 67}{space 3} .2325209
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03653{col 26}{space 2} .0651247{col 37}{space 1}  154.11{col 46}{space 3}0.000{col 54}{space 4} 9.908892{col 67}{space 3} 10.16418
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  55087.92
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5544

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5020438{col 26}{space 2}  .007362{col 37}{space 1}   68.19{col 46}{space 3}0.000{col 54}{space 4} .4876146{col 67}{space 3}  .516473
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1884668{col 26}{space 2} .0165426{col 37}{space 1}   11.39{col 46}{space 3}0.000{col 54}{space 4} .1560439{col 67}{space 3} .2208898
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03653{col 26}{space 2} .1059591{col 37}{space 1}   94.72{col 46}{space 3}0.000{col 54}{space 4} 9.828858{col 67}{space 3} 10.24421
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  52506.99
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5544

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5020438{col 26}{space 2} .0312167{col 37}{space 1}   16.08{col 46}{space 3}0.000{col 54}{space 4} .4408601{col 67}{space 3} .5632275
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1884668{col 26}{space 2} .0207771{col 37}{space 1}    9.07{col 46}{space 3}0.000{col 54}{space 4} .1477444{col 67}{space 3} .2291893
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03653{col 26}{space 2} .0779577{col 37}{space 1}  128.74{col 46}{space 3}0.000{col 54}{space 4}  9.88374{col 67}{space 3} 10.18933
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,866 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(104 real changes made)
(130 real changes made)
(95,510 real changes made)
(130,492 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3262

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4886513{col 26}{space 2} .0061188{col 37}{space 1}   79.86{col 46}{space 3}0.000{col 54}{space 4} .4766586{col 67}{space 3} .5006439
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1974194{col 26}{space 2} .0159738{col 37}{space 1}   12.36{col 46}{space 3}0.000{col 54}{space 4} .1661113{col 67}{space 3} .2287274
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05656{col 26}{space 2} .0879883{col 37}{space 1}  114.29{col 46}{space 3}0.000{col 54}{space 4} 9.884106{col 67}{space 3} 10.22901
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3262

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4886513{col 26}{space 2} .0237303{col 37}{space 1}   20.59{col 46}{space 3}0.000{col 54}{space 4} .4421408{col 67}{space 3} .5351618
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1974194{col 26}{space 2} .0226672{col 37}{space 1}    8.71{col 46}{space 3}0.000{col 54}{space 4} .1529924{col 67}{space 3} .2418463
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05656{col 26}{space 2} .0512732{col 37}{space 1}  196.14{col 46}{space 3}0.000{col 54}{space 4} 9.956067{col 67}{space 3} 10.15705
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  86376.72
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3262

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4886513{col 26}{space 2} .0058211{col 37}{space 1}   83.95{col 46}{space 3}0.000{col 54}{space 4} .4772422{col 67}{space 3} .5000603
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1974194{col 26}{space 2} .0150929{col 37}{space 1}   13.08{col 46}{space 3}0.000{col 54}{space 4} .1678379{col 67}{space 3} .2270008
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05656{col 26}{space 2} .0886363{col 37}{space 1}  113.46{col 46}{space 3}0.000{col 54}{space 4} 9.882836{col 67}{space 3} 10.23028
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  39091.59
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3262

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4886513{col 26}{space 2} .0236597{col 37}{space 1}   20.65{col 46}{space 3}0.000{col 54}{space 4} .4422792{col 67}{space 3} .5350234
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1974194{col 26}{space 2} .0242866{col 37}{space 1}    8.13{col 46}{space 3}0.000{col 54}{space 4} .1498185{col 67}{space 3} .2450202
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05656{col 26}{space 2} .0594261{col 37}{space 1}  169.23{col 46}{space 3}0.000{col 54}{space 4} 9.940087{col 67}{space 3} 10.17303
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,940 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(120 real changes made)
(95,066 real changes made)
(130,936 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3679

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4921126{col 26}{space 2} .0061599{col 37}{space 1}   79.89{col 46}{space 3}0.000{col 54}{space 4} .4800394{col 67}{space 3} .5041858
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1568007{col 26}{space 2} .0149077{col 37}{space 1}   10.52{col 46}{space 3}0.000{col 54}{space 4} .1275821{col 67}{space 3} .1860193
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00454{col 26}{space 2} .0849743{col 37}{space 1}  117.74{col 46}{space 3}0.000{col 54}{space 4} 9.837997{col 67}{space 3} 10.17109
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3679

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4921126{col 26}{space 2} .0271696{col 37}{space 1}   18.11{col 46}{space 3}0.000{col 54}{space 4} .4388611{col 67}{space 3} .5453641
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1568007{col 26}{space 2} .0169697{col 37}{space 1}    9.24{col 46}{space 3}0.000{col 54}{space 4} .1235406{col 67}{space 3} .1900608
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00454{col 26}{space 2} .0450336{col 37}{space 1}  222.16{col 46}{space 3}0.000{col 54}{space 4} 9.916279{col 67}{space 3} 10.09281
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  60879.03
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3679

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4921126{col 26}{space 2}  .005303{col 37}{space 1}   92.80{col 46}{space 3}0.000{col 54}{space 4} .4817189{col 67}{space 3} .5025064
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1568007{col 26}{space 2} .0182245{col 37}{space 1}    8.60{col 46}{space 3}0.000{col 54}{space 4} .1210813{col 67}{space 3} .1925201
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00454{col 26}{space 2} .0845612{col 37}{space 1}  118.31{col 46}{space 3}0.000{col 54}{space 4} 9.838806{col 67}{space 3} 10.17028
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  38157.44
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3679

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4921126{col 26}{space 2} .0352511{col 37}{space 1}   13.96{col 46}{space 3}0.000{col 54}{space 4} .4230216{col 67}{space 3} .5612036
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1568007{col 26}{space 2} .0192086{col 37}{space 1}    8.16{col 46}{space 3}0.000{col 54}{space 4} .1191525{col 67}{space 3} .1944489
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00454{col 26}{space 2} .0594633{col 37}{space 1}  168.25{col 46}{space 3}0.000{col 54}{space 4} 9.887997{col 67}{space 3} 10.12109
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,194 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(124 real changes made)
(95,122 real changes made)
(131,442 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2221

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5491673{col 26}{space 2} .0045112{col 37}{space 1}  121.73{col 46}{space 3}0.000{col 54}{space 4} .5403255{col 67}{space 3} .5580091
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2285273{col 26}{space 2} .0136738{col 37}{space 1}   16.71{col 46}{space 3}0.000{col 54}{space 4} .2017273{col 67}{space 3} .2553274
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.986706{col 26}{space 2} .0787925{col 37}{space 1}  126.75{col 46}{space 3}0.000{col 54}{space 4} 9.832276{col 67}{space 3} 10.14114
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2221

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5491673{col 26}{space 2} .0165009{col 37}{space 1}   33.28{col 46}{space 3}0.000{col 54}{space 4} .5168261{col 67}{space 3} .5815085
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2285273{col 26}{space 2} .0241361{col 37}{space 1}    9.47{col 46}{space 3}0.000{col 54}{space 4} .1812215{col 67}{space 3} .2758332
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.986706{col 26}{space 2} .0760625{col 37}{space 1}  131.30{col 46}{space 3}0.000{col 54}{space 4} 9.837627{col 67}{space 3} 10.13579
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  85041.39
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2221

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5491673{col 26}{space 2}  .003939{col 37}{space 1}  139.42{col 46}{space 3}0.000{col 54}{space 4} .5414469{col 67}{space 3} .5568877
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2285273{col 26}{space 2} .0128233{col 37}{space 1}   17.82{col 46}{space 3}0.000{col 54}{space 4} .2033942{col 67}{space 3} .2536605
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.986706{col 26}{space 2} .0679947{col 37}{space 1}  146.87{col 46}{space 3}0.000{col 54}{space 4} 9.853439{col 67}{space 3} 10.11997
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  64058.97
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2221

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5491673{col 26}{space 2} .0136953{col 37}{space 1}   40.10{col 46}{space 3}0.000{col 54}{space 4}  .522325{col 67}{space 3} .5760096
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2285273{col 26}{space 2}  .023939{col 37}{space 1}    9.55{col 46}{space 3}0.000{col 54}{space 4} .1816078{col 67}{space 3} .2754469
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.986706{col 26}{space 2} .0835233{col 37}{space 1}  119.57{col 46}{space 3}0.000{col 54}{space 4} 9.823004{col 67}{space 3} 10.15041
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(171,164 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(98 real changes made)
(138 real changes made)
(94,666 real changes made)
(131,684 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6384

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4741319{col 26}{space 2} .0072828{col 37}{space 1}   65.10{col 46}{space 3}0.000{col 54}{space 4} .4598579{col 67}{space 3} .4884058
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1573666{col 26}{space 2} .0177276{col 37}{space 1}    8.88{col 46}{space 3}0.000{col 54}{space 4} .1226211{col 67}{space 3} .1921121
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908022{col 26}{space 2} .1044133{col 37}{space 1}   94.89{col 46}{space 3}0.000{col 54}{space 4} 9.703375{col 67}{space 3} 10.11267
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6384

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4741319{col 26}{space 2} .0301853{col 37}{space 1}   15.71{col 46}{space 3}0.000{col 54}{space 4} .4149699{col 67}{space 3} .5332939
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1573666{col 26}{space 2} .0270609{col 37}{space 1}    5.82{col 46}{space 3}0.000{col 54}{space 4} .1043282{col 67}{space 3}  .210405
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908022{col 26}{space 2}  .060785{col 37}{space 1}  163.00{col 46}{space 3}0.000{col 54}{space 4} 9.788885{col 67}{space 3} 10.02716
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  46716.60
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6384

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4741319{col 26}{space 2} .0070416{col 37}{space 1}   67.33{col 46}{space 3}0.000{col 54}{space 4} .4603305{col 67}{space 3} .4879333
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1573666{col 26}{space 2}  .020778{col 37}{space 1}    7.57{col 46}{space 3}0.000{col 54}{space 4} .1166424{col 67}{space 3} .1980907
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908022{col 26}{space 2} .1113493{col 37}{space 1}   88.98{col 46}{space 3}0.000{col 54}{space 4} 9.689781{col 67}{space 3} 10.12626
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  28585.01
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6384

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4741319{col 26}{space 2} .0349811{col 37}{space 1}   13.55{col 46}{space 3}0.000{col 54}{space 4} .4055702{col 67}{space 3} .5426935
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1573666{col 26}{space 2} .0283002{col 37}{space 1}    5.56{col 46}{space 3}0.000{col 54}{space 4} .1018991{col 67}{space 3}  .212834
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908022{col 26}{space 2} .0880824{col 37}{space 1}  112.49{col 46}{space 3}0.000{col 54}{space 4} 9.735383{col 67}{space 3} 10.08066
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,708 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(98 real changes made)
(100 real changes made)
(94,300 real changes made)
(130,510 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4045

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4873302{col 26}{space 2} .0061346{col 37}{space 1}   79.44{col 46}{space 3}0.000{col 54}{space 4} .4753067{col 67}{space 3} .4993538
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2220564{col 26}{space 2} .0142154{col 37}{space 1}   15.62{col 46}{space 3}0.000{col 54}{space 4} .1941946{col 67}{space 3} .2499181
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.920977{col 26}{space 2} .0889411{col 37}{space 1}  111.55{col 46}{space 3}0.000{col 54}{space 4} 9.746655{col 67}{space 3}  10.0953
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4045

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4873302{col 26}{space 2} .0259159{col 37}{space 1}   18.80{col 46}{space 3}0.000{col 54}{space 4} .4365361{col 67}{space 3} .5381244
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2220564{col 26}{space 2} .0191972{col 37}{space 1}   11.57{col 46}{space 3}0.000{col 54}{space 4} .1844305{col 67}{space 3} .2596822
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.920977{col 26}{space 2} .0616605{col 37}{space 1}  160.90{col 46}{space 3}0.000{col 54}{space 4} 9.800124{col 67}{space 3} 10.04183
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  56609.21
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4045

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4873302{col 26}{space 2} .0054414{col 37}{space 1}   89.56{col 46}{space 3}0.000{col 54}{space 4} .4766654{col 67}{space 3} .4979951
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2220564{col 26}{space 2} .0167728{col 37}{space 1}   13.24{col 46}{space 3}0.000{col 54}{space 4} .1891823{col 67}{space 3} .2549304
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.920977{col 26}{space 2} .0712707{col 37}{space 1}  139.20{col 46}{space 3}0.000{col 54}{space 4} 9.781289{col 67}{space 3} 10.06066
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  17147.14
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4045

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4873302{col 26}{space 2} .0252025{col 37}{space 1}   19.34{col 46}{space 3}0.000{col 54}{space 4} .4379342{col 67}{space 3} .5367263
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2220564{col 26}{space 2} .0209065{col 37}{space 1}   10.62{col 46}{space 3}0.000{col 54}{space 4} .1810803{col 67}{space 3} .2630324
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.920977{col 26}{space 2} .0861221{col 37}{space 1}  115.20{col 46}{space 3}0.000{col 54}{space 4}  9.75218{col 67}{space 3} 10.08977
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,326 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(102 real changes made)
(114 real changes made)
(95,314 real changes made)
(129,210 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4544

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5219475{col 26}{space 2} .0060261{col 37}{space 1}   86.61{col 46}{space 3}0.000{col 54}{space 4} .5101365{col 67}{space 3} .5337585
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2181067{col 26}{space 2} .0157193{col 37}{space 1}   13.88{col 46}{space 3}0.000{col 54}{space 4} .1872974{col 67}{space 3}  .248916
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.961298{col 26}{space 2} .0949112{col 37}{space 1}  104.95{col 46}{space 3}0.000{col 54}{space 4} 9.775276{col 67}{space 3} 10.14732
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4544

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5219475{col 26}{space 2} .0225283{col 37}{space 1}   23.17{col 46}{space 3}0.000{col 54}{space 4} .4777928{col 67}{space 3} .5661021
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2181067{col 26}{space 2} .0247843{col 37}{space 1}    8.80{col 46}{space 3}0.000{col 54}{space 4} .1695303{col 67}{space 3} .2666831
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.961298{col 26}{space 2} .0755373{col 37}{space 1}  131.87{col 46}{space 3}0.000{col 54}{space 4} 9.813248{col 67}{space 3} 10.10935
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 107403.68
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4544

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5219475{col 26}{space 2} .0058326{col 37}{space 1}   89.49{col 46}{space 3}0.000{col 54}{space 4} .5105157{col 67}{space 3} .5333792
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2181067{col 26}{space 2} .0135147{col 37}{space 1}   16.14{col 46}{space 3}0.000{col 54}{space 4} .1916184{col 67}{space 3}  .244595
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.961298{col 26}{space 2} .1053571{col 37}{space 1}   94.55{col 46}{space 3}0.000{col 54}{space 4} 9.754802{col 67}{space 3} 10.16779
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  33261.54
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4544

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5219475{col 26}{space 2} .0196115{col 37}{space 1}   26.61{col 46}{space 3}0.000{col 54}{space 4} .4835096{col 67}{space 3} .5603854
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2181067{col 26}{space 2} .0207064{col 37}{space 1}   10.53{col 46}{space 3}0.000{col 54}{space 4} .1775229{col 67}{space 3} .2586904
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.961298{col 26}{space 2} .0713244{col 37}{space 1}  139.66{col 46}{space 3}0.000{col 54}{space 4} 9.821505{col 67}{space 3} 10.10109
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,838 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(116 real changes made)
(94,782 real changes made)
(130,684 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3282

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4893651{col 26}{space 2} .0056069{col 37}{space 1}   87.28{col 46}{space 3}0.000{col 54}{space 4} .4783757{col 67}{space 3} .5003544
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1915881{col 26}{space 2} .0159192{col 37}{space 1}   12.04{col 46}{space 3}0.000{col 54}{space 4}  .160387{col 67}{space 3} .2227892
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.992319{col 26}{space 2} .0845577{col 37}{space 1}  118.17{col 46}{space 3}0.000{col 54}{space 4} 9.826589{col 67}{space 3} 10.15805
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3282

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4893651{col 26}{space 2} .0217543{col 37}{space 1}   22.50{col 46}{space 3}0.000{col 54}{space 4} .4467274{col 67}{space 3} .5320027
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1915881{col 26}{space 2} .0348727{col 37}{space 1}    5.49{col 46}{space 3}0.000{col 54}{space 4} .1232389{col 67}{space 3} .2599373
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.992319{col 26}{space 2} .0714164{col 37}{space 1}  139.92{col 46}{space 3}0.000{col 54}{space 4} 9.852345{col 67}{space 3} 10.13229
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  67164.90
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3282

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4893651{col 26}{space 2} .0055086{col 37}{space 1}   88.84{col 46}{space 3}0.000{col 54}{space 4} .4785684{col 67}{space 3} .5001617
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1915881{col 26}{space 2}  .013473{col 37}{space 1}   14.22{col 46}{space 3}0.000{col 54}{space 4} .1651816{col 67}{space 3} .2179946
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.992319{col 26}{space 2} .0914496{col 37}{space 1}  109.27{col 46}{space 3}0.000{col 54}{space 4} 9.813081{col 67}{space 3} 10.17156
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  24002.17
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3282

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4893651{col 26}{space 2} .0257187{col 37}{space 1}   19.03{col 46}{space 3}0.000{col 54}{space 4} .4389574{col 67}{space 3} .5397727
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1915881{col 26}{space 2} .0360971{col 37}{space 1}    5.31{col 46}{space 3}0.000{col 54}{space 4} .1208391{col 67}{space 3} .2623371
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.992319{col 26}{space 2} .0846474{col 37}{space 1}  118.05{col 46}{space 3}0.000{col 54}{space 4} 9.826413{col 67}{space 3} 10.15822
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,464 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(120 real changes made)
(94,820 real changes made)
(129,730 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7032

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4898899{col 26}{space 2} .0077259{col 37}{space 1}   63.41{col 46}{space 3}0.000{col 54}{space 4} .4747474{col 67}{space 3} .5050324
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2037803{col 26}{space 2} .0185786{col 37}{space 1}   10.97{col 46}{space 3}0.000{col 54}{space 4} .1673668{col 67}{space 3} .2401938
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07166{col 26}{space 2} .1068521{col 37}{space 1}   94.26{col 46}{space 3}0.000{col 54}{space 4} 9.862231{col 67}{space 3} 10.28108
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7032

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4898899{col 26}{space 2} .0352375{col 37}{space 1}   13.90{col 46}{space 3}0.000{col 54}{space 4} .4208257{col 67}{space 3} .5589541
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2037803{col 26}{space 2} .0276449{col 37}{space 1}    7.37{col 46}{space 3}0.000{col 54}{space 4} .1495972{col 67}{space 3} .2579634
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07166{col 26}{space 2} .0637723{col 37}{space 1}  157.93{col 46}{space 3}0.000{col 54}{space 4} 9.946666{col 67}{space 3} 10.19665
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  36290.81
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7032

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4898899{col 26}{space 2} .0087745{col 37}{space 1}   55.83{col 46}{space 3}0.000{col 54}{space 4} .4726923{col 67}{space 3} .5070876
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2037803{col 26}{space 2} .0190579{col 37}{space 1}   10.69{col 46}{space 3}0.000{col 54}{space 4} .1664275{col 67}{space 3} .2411331
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07166{col 26}{space 2} .1150102{col 37}{space 1}   87.57{col 46}{space 3}0.000{col 54}{space 4} 9.846242{col 67}{space 3} 10.29707
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  24838.47
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7032

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4898899{col 26}{space 2} .0388977{col 37}{space 1}   12.59{col 46}{space 3}0.000{col 54}{space 4} .4136518{col 67}{space 3}  .566128
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2037803{col 26}{space 2}  .026584{col 37}{space 1}    7.67{col 46}{space 3}0.000{col 54}{space 4} .1516766{col 67}{space 3}  .255884
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07166{col 26}{space 2} .0835752{col 37}{space 1}  120.51{col 46}{space 3}0.000{col 54}{space 4} 9.907853{col 67}{space 3} 10.23546
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(158,896 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(138 real changes made)
(94,648 real changes made)
(128,888 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.681

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5552103{col 26}{space 2} .0063833{col 37}{space 1}   86.98{col 46}{space 3}0.000{col 54}{space 4} .5426992{col 67}{space 3} .5677213
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2615599{col 26}{space 2}    .0222{col 37}{space 1}   11.78{col 46}{space 3}0.000{col 54}{space 4} .2180486{col 67}{space 3} .3050711
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0975{col 26}{space 2} .1066604{col 37}{space 1}   94.67{col 46}{space 3}0.000{col 54}{space 4} 9.888454{col 67}{space 3} 10.30655
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.681

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5552103{col 26}{space 2} .0273928{col 37}{space 1}   20.27{col 46}{space 3}0.000{col 54}{space 4} .5015214{col 67}{space 3} .6088991
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2615599{col 26}{space 2} .0441476{col 37}{space 1}    5.92{col 46}{space 3}0.000{col 54}{space 4} .1750322{col 67}{space 3} .3480875
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0975{col 26}{space 2} .0666481{col 37}{space 1}  151.50{col 46}{space 3}0.000{col 54}{space 4} 9.966876{col 67}{space 3} 10.22813
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  44504.03
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.681

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5552103{col 26}{space 2}  .005655{col 37}{space 1}   98.18{col 46}{space 3}0.000{col 54}{space 4} .5441266{col 67}{space 3}  .566294
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2615599{col 26}{space 2} .0235933{col 37}{space 1}   11.09{col 46}{space 3}0.000{col 54}{space 4} .2153179{col 67}{space 3} .3078019
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0975{col 26}{space 2} .0906513{col 37}{space 1}  111.39{col 46}{space 3}0.000{col 54}{space 4} 9.919831{col 67}{space 3} 10.27518
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  18777.34
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.681

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5552103{col 26}{space 2}  .029441{col 37}{space 1}   18.86{col 46}{space 3}0.000{col 54}{space 4} .4975069{col 67}{space 3} .6129137
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2615599{col 26}{space 2} .0470288{col 37}{space 1}    5.56{col 46}{space 3}0.000{col 54}{space 4} .1693851{col 67}{space 3} .3537346
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0975{col 26}{space 2} .0782079{col 37}{space 1}  129.11{col 46}{space 3}0.000{col 54}{space 4} 9.944219{col 67}{space 3} 10.25079
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(157,600 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(104 real changes made)
(92 real changes made)
(94,628 real changes made)
(129,064 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9273

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5288321{col 26}{space 2} .0082557{col 37}{space 1}   64.06{col 46}{space 3}0.000{col 54}{space 4} .5126512{col 67}{space 3} .5450129
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}   .23689{col 26}{space 2} .0229435{col 37}{space 1}   10.32{col 46}{space 3}0.000{col 54}{space 4} .1919216{col 67}{space 3} .2818583
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01299{col 26}{space 2} .1233141{col 37}{space 1}   81.20{col 46}{space 3}0.000{col 54}{space 4} 9.771303{col 67}{space 3} 10.25468
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9273

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5288321{col 26}{space 2} .0374075{col 37}{space 1}   14.14{col 46}{space 3}0.000{col 54}{space 4} .4555146{col 67}{space 3} .6021495
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}   .23689{col 26}{space 2} .0369887{col 37}{space 1}    6.40{col 46}{space 3}0.000{col 54}{space 4} .1643935{col 67}{space 3} .3093865
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01299{col 26}{space 2} .0695829{col 37}{space 1}  143.90{col 46}{space 3}0.000{col 54}{space 4} 9.876614{col 67}{space 3} 10.14937
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  22382.15
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9273

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5288321{col 26}{space 2} .0081962{col 37}{space 1}   64.52{col 46}{space 3}0.000{col 54}{space 4} .5127678{col 67}{space 3} .5448963
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}   .23689{col 26}{space 2} .0266556{col 37}{space 1}    8.89{col 46}{space 3}0.000{col 54}{space 4}  .184646{col 67}{space 3}  .289134
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01299{col 26}{space 2} .1214685{col 37}{space 1}   82.43{col 46}{space 3}0.000{col 54}{space 4}  9.77492{col 67}{space 3} 10.25107
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}   9343.12
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9273

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5288321{col 26}{space 2}  .036762{col 37}{space 1}   14.39{col 46}{space 3}0.000{col 54}{space 4} .4567798{col 67}{space 3} .6008843
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}   .23689{col 26}{space 2} .0366241{col 37}{space 1}    6.47{col 46}{space 3}0.000{col 54}{space 4}  .165108{col 67}{space 3} .3086719
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01299{col 26}{space 2} .1087394{col 37}{space 1}   92.08{col 46}{space 3}0.000{col 54}{space 4} 9.799869{col 67}{space 3} 10.22612
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,830 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(132 real changes made)
(95,334 real changes made)
(129,938 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7919

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5055592{col 26}{space 2} .0080931{col 37}{space 1}   62.47{col 46}{space 3}0.000{col 54}{space 4} .4896971{col 67}{space 3} .5214214
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1348237{col 26}{space 2} .0213985{col 37}{space 1}    6.30{col 46}{space 3}0.000{col 54}{space 4} .0928835{col 67}{space 3} .1767639
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.728749{col 26}{space 2} .1153514{col 37}{space 1}   84.34{col 46}{space 3}0.000{col 54}{space 4} 9.502664{col 67}{space 3} 9.954833
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7919

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5055592{col 26}{space 2} .0358374{col 37}{space 1}   14.11{col 46}{space 3}0.000{col 54}{space 4} .4353192{col 67}{space 3} .5757992
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1348237{col 26}{space 2} .0368385{col 37}{space 1}    3.66{col 46}{space 3}0.000{col 54}{space 4} .0626215{col 67}{space 3} .2070259
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.728749{col 26}{space 2} .1250446{col 37}{space 1}   77.80{col 46}{space 3}0.000{col 54}{space 4} 9.483666{col 67}{space 3} 9.973832
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  25042.35
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7919

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5055592{col 26}{space 2} .0073825{col 37}{space 1}   68.48{col 46}{space 3}0.000{col 54}{space 4} .4910898{col 67}{space 3} .5200287
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1348237{col 26}{space 2} .0213959{col 37}{space 1}    6.30{col 46}{space 3}0.000{col 54}{space 4} .0928885{col 67}{space 3}  .176759
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.728749{col 26}{space 2} .1038747{col 37}{space 1}   93.66{col 46}{space 3}0.000{col 54}{space 4} 9.525158{col 67}{space 3}  9.93234
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  27181.00
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7919

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5055592{col 26}{space 2} .0438114{col 37}{space 1}   11.54{col 46}{space 3}0.000{col 54}{space 4} .4196905{col 67}{space 3}  .591428
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1348237{col 26}{space 2} .0367293{col 37}{space 1}    3.67{col 46}{space 3}0.000{col 54}{space 4} .0628355{col 67}{space 3} .2068119
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.728749{col 26}{space 2} .1421889{col 37}{space 1}   68.42{col 46}{space 3}0.000{col 54}{space 4} 9.450064{col 67}{space 3} 10.00743
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,726 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(98 real changes made)
(94,606 real changes made)
(130,604 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.3027

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4685057{col 26}{space 2} .0113735{col 37}{space 1}   41.19{col 46}{space 3}0.000{col 54}{space 4}  .446214{col 67}{space 3} .4907973
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2025512{col 26}{space 2} .0264468{col 37}{space 1}    7.66{col 46}{space 3}0.000{col 54}{space 4} .1507165{col 67}{space 3} .2543859
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.906135{col 26}{space 2} .1502002{col 37}{space 1}   65.95{col 46}{space 3}0.000{col 54}{space 4} 9.611748{col 67}{space 3} 10.20052
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.3027

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4685057{col 26}{space 2} .0518133{col 37}{space 1}    9.04{col 46}{space 3}0.000{col 54}{space 4} .3669534{col 67}{space 3} .5700579
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2025512{col 26}{space 2} .0363048{col 37}{space 1}    5.58{col 46}{space 3}0.000{col 54}{space 4} .1313951{col 67}{space 3} .2737073
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.906135{col 26}{space 2} .0724105{col 37}{space 1}  136.81{col 46}{space 3}0.000{col 54}{space 4} 9.764213{col 67}{space 3} 10.04806
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  20054.60
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.3027

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4685057{col 26}{space 2} .0127016{col 37}{space 1}   36.89{col 46}{space 3}0.000{col 54}{space 4} .4436111{col 67}{space 3} .4934003
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2025512{col 26}{space 2} .0261307{col 37}{space 1}    7.75{col 46}{space 3}0.000{col 54}{space 4} .1513361{col 67}{space 3} .2537664
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.906135{col 26}{space 2} .1486149{col 37}{space 1}   66.66{col 46}{space 3}0.000{col 54}{space 4} 9.614855{col 67}{space 3} 10.19741
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}   9661.90
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.3027

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4685057{col 26}{space 2} .0556768{col 37}{space 1}    8.41{col 46}{space 3}0.000{col 54}{space 4} .3593811{col 67}{space 3} .5776302
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2025512{col 26}{space 2} .0309949{col 37}{space 1}    6.53{col 46}{space 3}0.000{col 54}{space 4} .1418024{col 67}{space 3}    .2633
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.906135{col 26}{space 2} .1303845{col 37}{space 1}   75.98{col 46}{space 3}0.000{col 54}{space 4} 9.650586{col 67}{space 3} 10.16168
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(171,218 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(78 real changes made)
(132 real changes made)
(94,810 real changes made)
(131,836 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1917

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5245882{col 26}{space 2} .0047824{col 37}{space 1}  109.69{col 46}{space 3}0.000{col 54}{space 4}  .515215{col 67}{space 3} .5339615
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2468902{col 26}{space 2} .0126269{col 37}{space 1}   19.55{col 46}{space 3}0.000{col 54}{space 4} .2221419{col 67}{space 3} .2716385
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985044{col 26}{space 2} .0757462{col 37}{space 1}  131.82{col 46}{space 3}0.000{col 54}{space 4} 9.836585{col 67}{space 3}  10.1335
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1917

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5245882{col 26}{space 2} .0179185{col 37}{space 1}   29.28{col 46}{space 3}0.000{col 54}{space 4} .4894686{col 67}{space 3} .5597078
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2468902{col 26}{space 2} .0145028{col 37}{space 1}   17.02{col 46}{space 3}0.000{col 54}{space 4} .2184652{col 67}{space 3} .2753152
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985044{col 26}{space 2} .0452916{col 37}{space 1}  220.46{col 46}{space 3}0.000{col 54}{space 4} 9.896275{col 67}{space 3} 10.07381
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 101133.61
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1917

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5245882{col 26}{space 2} .0049852{col 37}{space 1}  105.23{col 46}{space 3}0.000{col 54}{space 4} .5148174{col 67}{space 3} .5343591
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2468902{col 26}{space 2} .0129432{col 37}{space 1}   19.07{col 46}{space 3}0.000{col 54}{space 4} .2215221{col 67}{space 3} .2722583
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985044{col 26}{space 2} .0814496{col 37}{space 1}  122.59{col 46}{space 3}0.000{col 54}{space 4} 9.825406{col 67}{space 3} 10.14468
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  46127.03
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1917

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5245882{col 26}{space 2} .0191656{col 37}{space 1}   27.37{col 46}{space 3}0.000{col 54}{space 4} .4870244{col 67}{space 3} .5621521
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2468902{col 26}{space 2}  .014429{col 37}{space 1}   17.11{col 46}{space 3}0.000{col 54}{space 4} .2186099{col 67}{space 3} .2751705
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985044{col 26}{space 2} .0488748{col 37}{space 1}  204.30{col 46}{space 3}0.000{col 54}{space 4} 9.889252{col 67}{space 3} 10.08084
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,020 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(124 real changes made)
(95,860 real changes made)
(130,554 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4942

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4849743{col 26}{space 2} .0068103{col 37}{space 1}   71.21{col 46}{space 3}0.000{col 54}{space 4} .4716264{col 67}{space 3} .4983221
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2270073{col 26}{space 2} .0163679{col 37}{space 1}   13.87{col 46}{space 3}0.000{col 54}{space 4} .1949267{col 67}{space 3} .2590879
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.948792{col 26}{space 2} .0939903{col 37}{space 1}  105.85{col 46}{space 3}0.000{col 54}{space 4} 9.764575{col 67}{space 3} 10.13301
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4942

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4849743{col 26}{space 2} .0282456{col 37}{space 1}   17.17{col 46}{space 3}0.000{col 54}{space 4} .4296138{col 67}{space 3} .5403347
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2270073{col 26}{space 2} .0240923{col 37}{space 1}    9.42{col 46}{space 3}0.000{col 54}{space 4} .1797872{col 67}{space 3} .2742274
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.948792{col 26}{space 2} .0478915{col 37}{space 1}  207.74{col 46}{space 3}0.000{col 54}{space 4} 9.854927{col 67}{space 3} 10.04266
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  51008.65
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4942

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4849743{col 26}{space 2} .0061335{col 37}{space 1}   79.07{col 46}{space 3}0.000{col 54}{space 4} .4729529{col 67}{space 3} .4969956
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2270073{col 26}{space 2} .0156868{col 37}{space 1}   14.47{col 46}{space 3}0.000{col 54}{space 4} .1962618{col 67}{space 3} .2577528
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.948792{col 26}{space 2} .0922545{col 37}{space 1}  107.84{col 46}{space 3}0.000{col 54}{space 4} 9.767977{col 67}{space 3} 10.12961
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  22106.48
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4942

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4849743{col 26}{space 2} .0268467{col 37}{space 1}   18.06{col 46}{space 3}0.000{col 54}{space 4} .4323558{col 67}{space 3} .5375928
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2270073{col 26}{space 2} .0209381{col 37}{space 1}   10.84{col 46}{space 3}0.000{col 54}{space 4} .1859694{col 67}{space 3} .2680452
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.948792{col 26}{space 2} .0747246{col 37}{space 1}  133.14{col 46}{space 3}0.000{col 54}{space 4} 9.802335{col 67}{space 3} 10.09525
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,006 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(98 real changes made)
(95,192 real changes made)
(131,318 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6644

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4963032{col 26}{space 2} .0075973{col 37}{space 1}   65.33{col 46}{space 3}0.000{col 54}{space 4} .4814128{col 67}{space 3} .5111936
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1818872{col 26}{space 2}  .019281{col 37}{space 1}    9.43{col 46}{space 3}0.000{col 54}{space 4} .1440972{col 67}{space 3} .2196771
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.11362{col 26}{space 2} .1057206{col 37}{space 1}   95.66{col 46}{space 3}0.000{col 54}{space 4} 9.906409{col 67}{space 3} 10.32083
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6644

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4963032{col 26}{space 2} .0340081{col 37}{space 1}   14.59{col 46}{space 3}0.000{col 54}{space 4} .4296486{col 67}{space 3} .5629579
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1818872{col 26}{space 2}  .034915{col 37}{space 1}    5.21{col 46}{space 3}0.000{col 54}{space 4} .1134551{col 67}{space 3} .2503192
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.11362{col 26}{space 2} .0649368{col 37}{space 1}  155.75{col 46}{space 3}0.000{col 54}{space 4} 9.986344{col 67}{space 3} 10.24089
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  43124.21
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6644

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4963032{col 26}{space 2} .0078967{col 37}{space 1}   62.85{col 46}{space 3}0.000{col 54}{space 4} .4808259{col 67}{space 3} .5117805
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1818872{col 26}{space 2} .0195187{col 37}{space 1}    9.32{col 46}{space 3}0.000{col 54}{space 4} .1436312{col 67}{space 3} .2201432
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.11362{col 26}{space 2} .1031431{col 37}{space 1}   98.05{col 46}{space 3}0.000{col 54}{space 4} 9.911461{col 67}{space 3} 10.31577
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  44576.52
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6644

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4963032{col 26}{space 2} .0282277{col 37}{space 1}   17.58{col 46}{space 3}0.000{col 54}{space 4} .4409779{col 67}{space 3} .5516285
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1818872{col 26}{space 2} .0262593{col 37}{space 1}    6.93{col 46}{space 3}0.000{col 54}{space 4} .1304199{col 67}{space 3} .2333544
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.11362{col 26}{space 2} .0546544{col 37}{space 1}  185.05{col 46}{space 3}0.000{col 54}{space 4}  10.0065{col 67}{space 3} 10.22074
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,588 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(94 real changes made)
(102 real changes made)
(95,694 real changes made)
(130,864 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5507

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4911801{col 26}{space 2} .0069618{col 37}{space 1}   70.55{col 46}{space 3}0.000{col 54}{space 4} .4775351{col 67}{space 3}  .504825
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1969514{col 26}{space 2} .0174701{col 37}{space 1}   11.27{col 46}{space 3}0.000{col 54}{space 4} .1627107{col 67}{space 3} .2311921
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.911701{col 26}{space 2}  .100296{col 37}{space 1}   98.82{col 46}{space 3}0.000{col 54}{space 4} 9.715124{col 67}{space 3} 10.10828
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5507

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4911801{col 26}{space 2} .0263805{col 37}{space 1}   18.62{col 46}{space 3}0.000{col 54}{space 4} .4394752{col 67}{space 3}  .542885
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1969514{col 26}{space 2} .0283689{col 37}{space 1}    6.94{col 46}{space 3}0.000{col 54}{space 4} .1413493{col 67}{space 3} .2525534
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.911701{col 26}{space 2} .0444309{col 37}{space 1}  223.08{col 46}{space 3}0.000{col 54}{space 4} 9.824618{col 67}{space 3} 9.998784
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  54163.30
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5507

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4911801{col 26}{space 2}  .007942{col 37}{space 1}   61.85{col 46}{space 3}0.000{col 54}{space 4}  .475614{col 67}{space 3} .5067462
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1969514{col 26}{space 2}  .019429{col 37}{space 1}   10.14{col 46}{space 3}0.000{col 54}{space 4} .1588712{col 67}{space 3} .2350316
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.911701{col 26}{space 2} .1040457{col 37}{space 1}   95.26{col 46}{space 3}0.000{col 54}{space 4} 9.707775{col 67}{space 3} 10.11563
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  72888.59
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5507

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4911801{col 26}{space 2} .0261659{col 37}{space 1}   18.77{col 46}{space 3}0.000{col 54}{space 4} .4398958{col 67}{space 3} .5424644
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1969514{col 26}{space 2} .0314354{col 37}{space 1}    6.27{col 46}{space 3}0.000{col 54}{space 4} .1353392{col 67}{space 3} .2585636
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.911701{col 26}{space 2} .0414451{col 37}{space 1}  239.15{col 46}{space 3}0.000{col 54}{space 4}  9.83047{col 67}{space 3} 9.992932
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,922 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(76 real changes made)
(122 real changes made)
(94,928 real changes made)
(130,306 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5032

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5086072{col 26}{space 2} .0065781{col 37}{space 1}   77.32{col 46}{space 3}0.000{col 54}{space 4} .4957143{col 67}{space 3}    .5215
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2049387{col 26}{space 2} .0169504{col 37}{space 1}   12.09{col 46}{space 3}0.000{col 54}{space 4} .1717166{col 67}{space 3} .2381608
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03778{col 26}{space 2} .0967177{col 37}{space 1}  103.78{col 46}{space 3}0.000{col 54}{space 4} 9.848217{col 67}{space 3} 10.22734
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5032

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5086072{col 26}{space 2} .0273362{col 37}{space 1}   18.61{col 46}{space 3}0.000{col 54}{space 4} .4550293{col 67}{space 3} .5621851
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2049387{col 26}{space 2} .0229584{col 37}{space 1}    8.93{col 46}{space 3}0.000{col 54}{space 4} .1599411{col 67}{space 3} .2499364
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03778{col 26}{space 2} .0451012{col 37}{space 1}  222.56{col 46}{space 3}0.000{col 54}{space 4} 9.949384{col 67}{space 3} 10.12618
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  50226.67
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5032

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5086072{col 26}{space 2} .0051047{col 37}{space 1}   99.64{col 46}{space 3}0.000{col 54}{space 4} .4986022{col 67}{space 3} .5186122
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2049387{col 26}{space 2} .0149695{col 37}{space 1}   13.69{col 46}{space 3}0.000{col 54}{space 4}  .175599{col 67}{space 3} .2342785
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03778{col 26}{space 2} .0751189{col 37}{space 1}  133.63{col 46}{space 3}0.000{col 54}{space 4}  9.89055{col 67}{space 3} 10.18501
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  35588.44
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5032

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5086072{col 26}{space 2} .0238465{col 37}{space 1}   21.33{col 46}{space 3}0.000{col 54}{space 4} .4618689{col 67}{space 3} .5553454
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2049387{col 26}{space 2} .0271445{col 37}{space 1}    7.55{col 46}{space 3}0.000{col 54}{space 4} .1517364{col 67}{space 3} .2581411
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03778{col 26}{space 2} .0536205{col 37}{space 1}  187.20{col 46}{space 3}0.000{col 54}{space 4} 9.932686{col 67}{space 3} 10.14287
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,996 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(62 real changes made)
(124 real changes made)
(95,388 real changes made)
(131,890 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4333

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5119594{col 26}{space 2} .0059121{col 37}{space 1}   86.60{col 46}{space 3}0.000{col 54}{space 4} .5003719{col 67}{space 3} .5235469
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2018144{col 26}{space 2} .0164874{col 37}{space 1}   12.24{col 46}{space 3}0.000{col 54}{space 4} .1694997{col 67}{space 3} .2341292
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.896634{col 26}{space 2}  .090125{col 37}{space 1}  109.81{col 46}{space 3}0.000{col 54}{space 4} 9.719992{col 67}{space 3} 10.07328
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4333

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5119594{col 26}{space 2} .0237254{col 37}{space 1}   21.58{col 46}{space 3}0.000{col 54}{space 4} .4654585{col 67}{space 3} .5584603
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2018144{col 26}{space 2} .0268606{col 37}{space 1}    7.51{col 46}{space 3}0.000{col 54}{space 4} .1491685{col 67}{space 3} .2544603
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.896634{col 26}{space 2} .0748933{col 37}{space 1}  132.14{col 46}{space 3}0.000{col 54}{space 4} 9.749846{col 67}{space 3} 10.04342
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  69201.20
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4333

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5119594{col 26}{space 2} .0063316{col 37}{space 1}   80.86{col 46}{space 3}0.000{col 54}{space 4} .4995496{col 67}{space 3} .5243692
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2018144{col 26}{space 2} .0143879{col 37}{space 1}   14.03{col 46}{space 3}0.000{col 54}{space 4} .1736146{col 67}{space 3} .2300142
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.896634{col 26}{space 2} .0890778{col 37}{space 1}  111.10{col 46}{space 3}0.000{col 54}{space 4} 9.722045{col 67}{space 3} 10.07122
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  24148.91
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4333

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5119594{col 26}{space 2} .0224678{col 37}{space 1}   22.79{col 46}{space 3}0.000{col 54}{space 4} .4679234{col 67}{space 3} .5559954
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2018144{col 26}{space 2} .0268474{col 37}{space 1}    7.52{col 46}{space 3}0.000{col 54}{space 4} .1491946{col 67}{space 3} .2544343
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.896634{col 26}{space 2} .0932004{col 37}{space 1}  106.19{col 46}{space 3}0.000{col 54}{space 4} 9.713964{col 67}{space 3}  10.0793
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,934 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(106 real changes made)
(94 real changes made)
(94,902 real changes made)
(130,006 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9458

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4611233{col 26}{space 2} .0088194{col 37}{space 1}   52.29{col 46}{space 3}0.000{col 54}{space 4} .4438376{col 67}{space 3}  .478409
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2049105{col 26}{space 2} .0208218{col 37}{space 1}    9.84{col 46}{space 3}0.000{col 54}{space 4} .1641005{col 67}{space 3} .2457205
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.961829{col 26}{space 2} .1250023{col 37}{space 1}   79.69{col 46}{space 3}0.000{col 54}{space 4} 9.716829{col 67}{space 3} 10.20683
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9458

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4611233{col 26}{space 2} .0383878{col 37}{space 1}   12.01{col 46}{space 3}0.000{col 54}{space 4} .3858846{col 67}{space 3}  .536362
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2049105{col 26}{space 2} .0316068{col 37}{space 1}    6.48{col 46}{space 3}0.000{col 54}{space 4} .1429623{col 67}{space 3} .2668588
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.961829{col 26}{space 2} .0787149{col 37}{space 1}  126.56{col 46}{space 3}0.000{col 54}{space 4}  9.80755{col 67}{space 3} 10.11611
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  38396.07
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9458

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4611233{col 26}{space 2} .0090071{col 37}{space 1}   51.20{col 46}{space 3}0.000{col 54}{space 4} .4434697{col 67}{space 3} .4787769
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2049105{col 26}{space 2} .0204248{col 37}{space 1}   10.03{col 46}{space 3}0.000{col 54}{space 4} .1648787{col 67}{space 3} .2449424
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.961829{col 26}{space 2} .1319177{col 37}{space 1}   75.52{col 46}{space 3}0.000{col 54}{space 4} 9.703275{col 67}{space 3} 10.22038
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}   6833.32
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9458

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4611233{col 26}{space 2} .0496009{col 37}{space 1}    9.30{col 46}{space 3}0.000{col 54}{space 4} .3639073{col 67}{space 3} .5583393
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2049105{col 26}{space 2} .0341356{col 37}{space 1}    6.00{col 46}{space 3}0.000{col 54}{space 4}  .138006{col 67}{space 3} .2718151
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.961829{col 26}{space 2}  .147395{col 37}{space 1}   67.59{col 46}{space 3}0.000{col 54}{space 4}  9.67294{col 67}{space 3} 10.25072
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,236 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(72 real changes made)
(104 real changes made)
(94,992 real changes made)
(131,474 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4163

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4545875{col 26}{space 2}  .006609{col 37}{space 1}   68.78{col 46}{space 3}0.000{col 54}{space 4} .4416342{col 67}{space 3} .4675409
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1449259{col 26}{space 2} .0155889{col 37}{space 1}    9.30{col 46}{space 3}0.000{col 54}{space 4} .1143722{col 67}{space 3} .1754795
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908651{col 26}{space 2} .0908973{col 37}{space 1}  109.01{col 46}{space 3}0.000{col 54}{space 4} 9.730496{col 67}{space 3} 10.08681
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4163

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4545875{col 26}{space 2} .0239892{col 37}{space 1}   18.95{col 46}{space 3}0.000{col 54}{space 4} .4075696{col 67}{space 3} .5016055
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1449259{col 26}{space 2} .0315371{col 37}{space 1}    4.60{col 46}{space 3}0.000{col 54}{space 4} .0831144{col 67}{space 3} .2067374
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908651{col 26}{space 2} .0603374{col 37}{space 1}  164.22{col 46}{space 3}0.000{col 54}{space 4} 9.790392{col 67}{space 3} 10.02691
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  64547.24
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4163

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4545875{col 26}{space 2} .0062059{col 37}{space 1}   73.25{col 46}{space 3}0.000{col 54}{space 4} .4424243{col 67}{space 3} .4667508
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1449259{col 26}{space 2} .0129448{col 37}{space 1}   11.20{col 46}{space 3}0.000{col 54}{space 4} .1195546{col 67}{space 3} .1702971
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908651{col 26}{space 2} .0848478{col 37}{space 1}  116.78{col 46}{space 3}0.000{col 54}{space 4} 9.742353{col 67}{space 3} 10.07495
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  58307.15
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4163

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4545875{col 26}{space 2} .0220191{col 37}{space 1}   20.65{col 46}{space 3}0.000{col 54}{space 4}  .411431{col 67}{space 3} .4977441
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1449259{col 26}{space 2}  .030506{col 37}{space 1}    4.75{col 46}{space 3}0.000{col 54}{space 4} .0851352{col 67}{space 3} .2047166
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908651{col 26}{space 2} .0916793{col 37}{space 1}  108.08{col 46}{space 3}0.000{col 54}{space 4} 9.728963{col 67}{space 3} 10.08834
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,578 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(64 real changes made)
(126 real changes made)
(95,602 real changes made)
(129,918 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.0843

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4683807{col 26}{space 2} .0051318{col 37}{space 1}   91.27{col 46}{space 3}0.000{col 54}{space 4} .4583226{col 67}{space 3} .4784388
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1760486{col 26}{space 2} .0111791{col 37}{space 1}   15.75{col 46}{space 3}0.000{col 54}{space 4} .1541379{col 67}{space 3} .1979592
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.973806{col 26}{space 2} .0685396{col 37}{space 1}  145.52{col 46}{space 3}0.000{col 54}{space 4} 9.839471{col 67}{space 3} 10.10814
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.0843

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4683807{col 26}{space 2} .0195515{col 37}{space 1}   23.96{col 46}{space 3}0.000{col 54}{space 4} .4300604{col 67}{space 3}  .506701
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1760486{col 26}{space 2} .0152683{col 37}{space 1}   11.53{col 46}{space 3}0.000{col 54}{space 4} .1461233{col 67}{space 3} .2059738
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.973806{col 26}{space 2}  .056479{col 37}{space 1}  176.59{col 46}{space 3}0.000{col 54}{space 4} 9.863109{col 67}{space 3}  10.0845
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 127779.52
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.0843

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4683807{col 26}{space 2} .0051388{col 37}{space 1}   91.15{col 46}{space 3}0.000{col 54}{space 4} .4583089{col 67}{space 3} .4784525
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1760486{col 26}{space 2} .0123793{col 37}{space 1}   14.22{col 46}{space 3}0.000{col 54}{space 4} .1517855{col 67}{space 3} .2003116
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.973806{col 26}{space 2}  .070853{col 37}{space 1}  140.77{col 46}{space 3}0.000{col 54}{space 4} 9.834936{col 67}{space 3} 10.11268
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  40288.98
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.0843

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4683807{col 26}{space 2} .0170522{col 37}{space 1}   27.47{col 46}{space 3}0.000{col 54}{space 4}  .434959{col 67}{space 3} .5018024
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1760486{col 26}{space 2}  .012317{col 37}{space 1}   14.29{col 46}{space 3}0.000{col 54}{space 4} .1519078{col 67}{space 3} .2001893
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.973806{col 26}{space 2} .0536041{col 37}{space 1}  186.06{col 46}{space 3}0.000{col 54}{space 4} 9.868744{col 67}{space 3} 10.07887
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,978 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(138 real changes made)
(94,838 real changes made)
(131,558 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4072

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5419697{col 26}{space 2} .0054786{col 37}{space 1}   98.92{col 46}{space 3}0.000{col 54}{space 4} .5312318{col 67}{space 3} .5527077
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2488809{col 26}{space 2} .0152404{col 37}{space 1}   16.33{col 46}{space 3}0.000{col 54}{space 4} .2190102{col 67}{space 3} .2787515
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00227{col 26}{space 2} .0886118{col 37}{space 1}  112.88{col 46}{space 3}0.000{col 54}{space 4} 9.828596{col 67}{space 3} 10.17595
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4072

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5419697{col 26}{space 2} .0215513{col 37}{space 1}   25.15{col 46}{space 3}0.000{col 54}{space 4} .4997299{col 67}{space 3} .5842096
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2488809{col 26}{space 2}  .025951{col 37}{space 1}    9.59{col 46}{space 3}0.000{col 54}{space 4} .1980179{col 67}{space 3} .2997438
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00227{col 26}{space 2} .0577254{col 37}{space 1}  173.27{col 46}{space 3}0.000{col 54}{space 4} 9.889132{col 67}{space 3} 10.11541
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  82339.70
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4072

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5419697{col 26}{space 2} .0054157{col 37}{space 1}  100.07{col 46}{space 3}0.000{col 54}{space 4} .5313553{col 67}{space 3} .5525842
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2488809{col 26}{space 2} .0143937{col 37}{space 1}   17.29{col 46}{space 3}0.000{col 54}{space 4} .2206697{col 67}{space 3}  .277092
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00227{col 26}{space 2} .0798292{col 37}{space 1}  125.30{col 46}{space 3}0.000{col 54}{space 4}  9.84581{col 67}{space 3} 10.15873
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  37595.99
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4072

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5419697{col 26}{space 2} .0201186{col 37}{space 1}   26.94{col 46}{space 3}0.000{col 54}{space 4} .5025379{col 67}{space 3} .5814015
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2488809{col 26}{space 2} .0214342{col 37}{space 1}   11.61{col 46}{space 3}0.000{col 54}{space 4} .2068707{col 67}{space 3} .2908911
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00227{col 26}{space 2} .0673158{col 37}{space 1}  148.59{col 46}{space 3}0.000{col 54}{space 4} 9.870335{col 67}{space 3} 10.13421
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,690 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(110 real changes made)
(95,080 real changes made)
(131,092 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4797

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5509018{col 26}{space 2} .0054413{col 37}{space 1}  101.25{col 46}{space 3}0.000{col 54}{space 4} .5402371{col 67}{space 3} .5615665
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2259019{col 26}{space 2} .0140334{col 37}{space 1}   16.10{col 46}{space 3}0.000{col 54}{space 4}  .198397{col 67}{space 3} .2534068
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02696{col 26}{space 2} .0930291{col 37}{space 1}  107.78{col 46}{space 3}0.000{col 54}{space 4} 9.844628{col 67}{space 3}  10.2093
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4797

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5509018{col 26}{space 2} .0220632{col 37}{space 1}   24.97{col 46}{space 3}0.000{col 54}{space 4} .5076587{col 67}{space 3} .5941449
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2259019{col 26}{space 2} .0211073{col 37}{space 1}   10.70{col 46}{space 3}0.000{col 54}{space 4} .1845323{col 67}{space 3} .2672715
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02696{col 26}{space 2} .0646519{col 37}{space 1}  155.09{col 46}{space 3}0.000{col 54}{space 4} 9.900247{col 67}{space 3} 10.15368
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  74116.72
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4797

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5509018{col 26}{space 2} .0064241{col 37}{space 1}   85.76{col 46}{space 3}0.000{col 54}{space 4} .5383107{col 67}{space 3} .5634929
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2259019{col 26}{space 2} .0118256{col 37}{space 1}   19.10{col 46}{space 3}0.000{col 54}{space 4} .2027242{col 67}{space 3} .2490796
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02696{col 26}{space 2} .1103533{col 37}{space 1}   90.86{col 46}{space 3}0.000{col 54}{space 4} 9.810673{col 67}{space 3} 10.24325
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  25035.18
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4797

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5509018{col 26}{space 2} .0241884{col 37}{space 1}   22.78{col 46}{space 3}0.000{col 54}{space 4} .5034934{col 67}{space 3} .5983102
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2259019{col 26}{space 2} .0214943{col 37}{space 1}   10.51{col 46}{space 3}0.000{col 54}{space 4} .1837738{col 67}{space 3}   .26803
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02696{col 26}{space 2} .0804271{col 37}{space 1}  124.67{col 46}{space 3}0.000{col 54}{space 4} 9.869328{col 67}{space 3}  10.1846
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,676 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(136 real changes made)
(95,346 real changes made)
(130,946 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.63

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4656921{col 26}{space 2} .0078204{col 37}{space 1}   59.55{col 46}{space 3}0.000{col 54}{space 4} .4503643{col 67}{space 3} .4810199
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1524497{col 26}{space 2} .0191508{col 37}{space 1}    7.96{col 46}{space 3}0.000{col 54}{space 4} .1149149{col 67}{space 3} .1899846
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.945811{col 26}{space 2} .1036162{col 37}{space 1}   95.99{col 46}{space 3}0.000{col 54}{space 4} 9.742727{col 67}{space 3}  10.1489
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.63

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4656921{col 26}{space 2} .0344649{col 37}{space 1}   13.51{col 46}{space 3}0.000{col 54}{space 4} .3981421{col 67}{space 3} .5332421
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1524497{col 26}{space 2} .0277038{col 37}{space 1}    5.50{col 46}{space 3}0.000{col 54}{space 4} .0981512{col 67}{space 3} .2067483
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.945811{col 26}{space 2} .0783655{col 37}{space 1}  126.92{col 46}{space 3}0.000{col 54}{space 4} 9.792218{col 67}{space 3}  10.0994
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  54619.53
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.63

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4656921{col 26}{space 2} .0083895{col 37}{space 1}   55.51{col 46}{space 3}0.000{col 54}{space 4} .4492491{col 67}{space 3} .4821351
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1524497{col 26}{space 2} .0161118{col 37}{space 1}    9.46{col 46}{space 3}0.000{col 54}{space 4} .1208711{col 67}{space 3} .1840283
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.945811{col 26}{space 2} .1068575{col 37}{space 1}   93.08{col 46}{space 3}0.000{col 54}{space 4} 9.736374{col 67}{space 3} 10.15525
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  28449.44
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.63

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4656921{col 26}{space 2} .0360933{col 37}{space 1}   12.90{col 46}{space 3}0.000{col 54}{space 4} .3949506{col 67}{space 3} .5364336
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1524497{col 26}{space 2}  .029039{col 37}{space 1}    5.25{col 46}{space 3}0.000{col 54}{space 4} .0955344{col 67}{space 3} .2093651
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.945811{col 26}{space 2} .0802617{col 37}{space 1}  123.92{col 46}{space 3}0.000{col 54}{space 4} 9.788501{col 67}{space 3} 10.10312
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,202 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(108 real changes made)
(94,696 real changes made)
(131,118 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3959

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4642581{col 26}{space 2} .0064146{col 37}{space 1}   72.37{col 46}{space 3}0.000{col 54}{space 4} .4516856{col 67}{space 3} .4768306
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1568876{col 26}{space 2} .0163999{col 37}{space 1}    9.57{col 46}{space 3}0.000{col 54}{space 4} .1247443{col 67}{space 3} .1890309
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908031{col 26}{space 2} .0856329{col 37}{space 1}  115.70{col 46}{space 3}0.000{col 54}{space 4} 9.740194{col 67}{space 3} 10.07587
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3959

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4642581{col 26}{space 2} .0258369{col 37}{space 1}   17.97{col 46}{space 3}0.000{col 54}{space 4} .4136187{col 67}{space 3} .5148975
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1568876{col 26}{space 2} .0264465{col 37}{space 1}    5.93{col 46}{space 3}0.000{col 54}{space 4} .1050534{col 67}{space 3} .2087217
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908031{col 26}{space 2} .0509877{col 37}{space 1}  194.32{col 46}{space 3}0.000{col 54}{space 4} 9.808097{col 67}{space 3} 10.00797
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  72133.17
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3959

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4642581{col 26}{space 2} .0057499{col 37}{space 1}   80.74{col 46}{space 3}0.000{col 54}{space 4} .4529886{col 67}{space 3} .4755276
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1568876{col 26}{space 2}  .016143{col 37}{space 1}    9.72{col 46}{space 3}0.000{col 54}{space 4} .1252479{col 67}{space 3} .1885273
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908031{col 26}{space 2} .0761363{col 37}{space 1}  130.14{col 46}{space 3}0.000{col 54}{space 4} 9.758807{col 67}{space 3} 10.05726
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  33590.22
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3959

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4642581{col 26}{space 2} .0231166{col 37}{space 1}   20.08{col 46}{space 3}0.000{col 54}{space 4} .4189504{col 67}{space 3} .5095658
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1568876{col 26}{space 2} .0226112{col 37}{space 1}    6.94{col 46}{space 3}0.000{col 54}{space 4} .1125705{col 67}{space 3} .2012047
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908031{col 26}{space 2} .0574271{col 37}{space 1}  172.53{col 46}{space 3}0.000{col 54}{space 4} 9.795476{col 67}{space 3} 10.02059
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,000 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(106 real changes made)
(102 real changes made)
(94,494 real changes made)
(130,202 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3425

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4776802{col 26}{space 2} .0059892{col 37}{space 1}   79.76{col 46}{space 3}0.000{col 54}{space 4} .4659415{col 67}{space 3} .4894189
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1953273{col 26}{space 2} .0158697{col 37}{space 1}   12.31{col 46}{space 3}0.000{col 54}{space 4} .1642232{col 67}{space 3} .2264314
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.96825{col 26}{space 2} .0840186{col 37}{space 1}  118.64{col 46}{space 3}0.000{col 54}{space 4} 9.803576{col 67}{space 3} 10.13292
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3425

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4776802{col 26}{space 2} .0241654{col 37}{space 1}   19.77{col 46}{space 3}0.000{col 54}{space 4} .4303168{col 67}{space 3} .5250436
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1953273{col 26}{space 2} .0196115{col 37}{space 1}    9.96{col 46}{space 3}0.000{col 54}{space 4} .1568895{col 67}{space 3}  .233765
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.96825{col 26}{space 2}  .040516{col 37}{space 1}  246.03{col 46}{space 3}0.000{col 54}{space 4}  9.88884{col 67}{space 3} 10.04766
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  78361.98
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3425

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4776802{col 26}{space 2} .0066019{col 37}{space 1}   72.35{col 46}{space 3}0.000{col 54}{space 4} .4647407{col 67}{space 3} .4906197
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1953273{col 26}{space 2} .0165204{col 37}{space 1}   11.82{col 46}{space 3}0.000{col 54}{space 4} .1629478{col 67}{space 3} .2277067
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.96825{col 26}{space 2} .0909286{col 37}{space 1}  109.63{col 46}{space 3}0.000{col 54}{space 4} 9.790033{col 67}{space 3} 10.14647
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  58908.98
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3425

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4776802{col 26}{space 2} .0249206{col 37}{space 1}   19.17{col 46}{space 3}0.000{col 54}{space 4} .4288367{col 67}{space 3} .5265237
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1953273{col 26}{space 2} .0172703{col 37}{space 1}   11.31{col 46}{space 3}0.000{col 54}{space 4} .1614781{col 67}{space 3} .2291764
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.96825{col 26}{space 2} .0422358{col 37}{space 1}  236.01{col 46}{space 3}0.000{col 54}{space 4} 9.885469{col 67}{space 3} 10.05103
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(159,614 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(68 real changes made)
(106 real changes made)
(95,528 real changes made)
(129,010 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5479

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4516943{col 26}{space 2} .0075613{col 37}{space 1}   59.74{col 46}{space 3}0.000{col 54}{space 4} .4368744{col 67}{space 3} .4665142
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1642116{col 26}{space 2} .0181713{col 37}{space 1}    9.04{col 46}{space 3}0.000{col 54}{space 4} .1285965{col 67}{space 3} .1998267
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.947462{col 26}{space 2} .0969449{col 37}{space 1}  102.61{col 46}{space 3}0.000{col 54}{space 4} 9.757454{col 67}{space 3} 10.13747
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5479

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4516943{col 26}{space 2} .0320494{col 37}{space 1}   14.09{col 46}{space 3}0.000{col 54}{space 4} .3888787{col 67}{space 3} .5145099
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1642116{col 26}{space 2} .0294291{col 37}{space 1}    5.58{col 46}{space 3}0.000{col 54}{space 4} .1065316{col 67}{space 3} .2218916
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.947462{col 26}{space 2} .0627227{col 37}{space 1}  158.59{col 46}{space 3}0.000{col 54}{space 4} 9.824528{col 67}{space 3}  10.0704
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  35476.60
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5479

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4516943{col 26}{space 2} .0080106{col 37}{space 1}   56.39{col 46}{space 3}0.000{col 54}{space 4} .4359939{col 67}{space 3} .4673947
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1642116{col 26}{space 2} .0166459{col 37}{space 1}    9.86{col 46}{space 3}0.000{col 54}{space 4} .1315862{col 67}{space 3}  .196837
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.947462{col 26}{space 2} .1042595{col 37}{space 1}   95.41{col 46}{space 3}0.000{col 54}{space 4} 9.743117{col 67}{space 3} 10.15181
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  14519.56
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5479

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4516943{col 26}{space 2} .0347952{col 37}{space 1}   12.98{col 46}{space 3}0.000{col 54}{space 4} .3834969{col 67}{space 3} .5198917
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1642116{col 26}{space 2} .0282464{col 37}{space 1}    5.81{col 46}{space 3}0.000{col 54}{space 4} .1088496{col 67}{space 3} .2195736
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.947462{col 26}{space 2} .0905312{col 37}{space 1}  109.88{col 46}{space 3}0.000{col 54}{space 4} 9.770024{col 67}{space 3}  10.1249
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,848 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(68 real changes made)
(124 real changes made)
(95,146 real changes made)
(131,396 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6348

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .522726{col 26}{space 2} .0064004{col 37}{space 1}   81.67{col 46}{space 3}0.000{col 54}{space 4} .5101814{col 67}{space 3} .5352706
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1944401{col 26}{space 2} .0184316{col 37}{space 1}   10.55{col 46}{space 3}0.000{col 54}{space 4} .1583149{col 67}{space 3} .2305653
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.995849{col 26}{space 2} .1016488{col 37}{space 1}   98.34{col 46}{space 3}0.000{col 54}{space 4} 9.796621{col 67}{space 3} 10.19508
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6348

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .522726{col 26}{space 2} .0271626{col 37}{space 1}   19.24{col 46}{space 3}0.000{col 54}{space 4} .4694883{col 67}{space 3} .5759637
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1944401{col 26}{space 2} .0327137{col 37}{space 1}    5.94{col 46}{space 3}0.000{col 54}{space 4} .1303224{col 67}{space 3} .2585578
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.995849{col 26}{space 2} .0731875{col 37}{space 1}  136.58{col 46}{space 3}0.000{col 54}{space 4} 9.852404{col 67}{space 3} 10.13929
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  51123.68
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6348

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .522726{col 26}{space 2}  .007755{col 37}{space 1}   67.41{col 46}{space 3}0.000{col 54}{space 4} .5075266{col 67}{space 3} .5379254
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1944401{col 26}{space 2} .0144983{col 37}{space 1}   13.41{col 46}{space 3}0.000{col 54}{space 4}  .166024{col 67}{space 3} .2228562
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.995849{col 26}{space 2} .1232454{col 37}{space 1}   81.11{col 46}{space 3}0.000{col 54}{space 4} 9.754293{col 67}{space 3} 10.23741
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  28713.97
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6348

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .522726{col 26}{space 2} .0246687{col 37}{space 1}   21.19{col 46}{space 3}0.000{col 54}{space 4} .4743761{col 67}{space 3} .5710758
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1944401{col 26}{space 2} .0300568{col 37}{space 1}    6.47{col 46}{space 3}0.000{col 54}{space 4} .1355299{col 67}{space 3} .2533503
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.995849{col 26}{space 2} .0735569{col 37}{space 1}  135.89{col 46}{space 3}0.000{col 54}{space 4}  9.85168{col 67}{space 3} 10.14002
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(170,990 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(96 real changes made)
(112 real changes made)
(94,984 real changes made)
(132,576 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8362

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4307548{col 26}{space 2} .0087871{col 37}{space 1}   49.02{col 46}{space 3}0.000{col 54}{space 4} .4135323{col 67}{space 3} .4479772
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1933173{col 26}{space 2} .0212828{col 37}{space 1}    9.08{col 46}{space 3}0.000{col 54}{space 4} .1516039{col 67}{space 3} .2350308
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.842915{col 26}{space 2} .1160425{col 37}{space 1}   84.82{col 46}{space 3}0.000{col 54}{space 4} 9.615476{col 67}{space 3} 10.07035
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8362

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4307548{col 26}{space 2} .0368507{col 37}{space 1}   11.69{col 46}{space 3}0.000{col 54}{space 4} .3585287{col 67}{space 3} .5029808
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1933173{col 26}{space 2} .0310909{col 37}{space 1}    6.22{col 46}{space 3}0.000{col 54}{space 4} .1323803{col 67}{space 3} .2542543
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.842915{col 26}{space 2} .0892068{col 37}{space 1}  110.34{col 46}{space 3}0.000{col 54}{space 4} 9.668073{col 67}{space 3} 10.01776
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  40504.77
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8362

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4307548{col 26}{space 2} .0093981{col 37}{space 1}   45.83{col 46}{space 3}0.000{col 54}{space 4} .4123348{col 67}{space 3} .4491748
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1933173{col 26}{space 2} .0223729{col 37}{space 1}    8.64{col 46}{space 3}0.000{col 54}{space 4} .1494672{col 67}{space 3} .2371675
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.842915{col 26}{space 2} .1344659{col 37}{space 1}   73.20{col 46}{space 3}0.000{col 54}{space 4} 9.579367{col 67}{space 3} 10.10646
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}   4855.52
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8362

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4307548{col 26}{space 2} .0361025{col 37}{space 1}   11.93{col 46}{space 3}0.000{col 54}{space 4} .3599951{col 67}{space 3} .5015144
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1933173{col 26}{space 2} .0369456{col 37}{space 1}    5.23{col 46}{space 3}0.000{col 54}{space 4} .1209052{col 67}{space 3} .2657294
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.842915{col 26}{space 2} .1509842{col 37}{space 1}   65.19{col 46}{space 3}0.000{col 54}{space 4} 9.546992{col 67}{space 3} 10.13884
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,530 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(110 real changes made)
(95,372 real changes made)
(131,112 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4291

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5186502{col 26}{space 2} .0060634{col 37}{space 1}   85.54{col 46}{space 3}0.000{col 54}{space 4} .5067661{col 67}{space 3} .5305343
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2077093{col 26}{space 2} .0152978{col 37}{space 1}   13.58{col 46}{space 3}0.000{col 54}{space 4} .1777262{col 67}{space 3} .2376923
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.987362{col 26}{space 2} .0930794{col 37}{space 1}  107.30{col 46}{space 3}0.000{col 54}{space 4}  9.80493{col 67}{space 3} 10.16979
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4291

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5186502{col 26}{space 2} .0252338{col 37}{space 1}   20.55{col 46}{space 3}0.000{col 54}{space 4} .4691929{col 67}{space 3} .5681075
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2077093{col 26}{space 2} .0289806{col 37}{space 1}    7.17{col 46}{space 3}0.000{col 54}{space 4} .1509084{col 67}{space 3} .2645102
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.987362{col 26}{space 2} .0772112{col 37}{space 1}  129.35{col 46}{space 3}0.000{col 54}{space 4} 9.836031{col 67}{space 3} 10.13869
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  63581.41
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4291

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5186502{col 26}{space 2} .0061539{col 37}{space 1}   84.28{col 46}{space 3}0.000{col 54}{space 4} .5065888{col 67}{space 3} .5307116
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2077093{col 26}{space 2} .0150285{col 37}{space 1}   13.82{col 46}{space 3}0.000{col 54}{space 4}  .178254{col 67}{space 3} .2371645
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.987362{col 26}{space 2}  .097464{col 37}{space 1}  102.47{col 46}{space 3}0.000{col 54}{space 4} 9.796336{col 67}{space 3} 10.17839
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  47854.20
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4291

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5186502{col 26}{space 2} .0281794{col 37}{space 1}   18.41{col 46}{space 3}0.000{col 54}{space 4} .4634195{col 67}{space 3} .5738809
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2077093{col 26}{space 2} .0300218{col 37}{space 1}    6.92{col 46}{space 3}0.000{col 54}{space 4} .1488677{col 67}{space 3} .2665509
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.987362{col 26}{space 2}  .077099{col 37}{space 1}  129.54{col 46}{space 3}0.000{col 54}{space 4} 9.836251{col 67}{space 3} 10.13847
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,122 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(114 real changes made)
(94,786 real changes made)
(130,718 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3627

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .493817{col 26}{space 2} .0058424{col 37}{space 1}   84.52{col 46}{space 3}0.000{col 54}{space 4} .4823661{col 67}{space 3} .5052679
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2298629{col 26}{space 2} .0162408{col 37}{space 1}   14.15{col 46}{space 3}0.000{col 54}{space 4} .1980315{col 67}{space 3} .2616943
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.934812{col 26}{space 2} .0855632{col 37}{space 1}  116.11{col 46}{space 3}0.000{col 54}{space 4} 9.767111{col 67}{space 3} 10.10251
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3627

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .493817{col 26}{space 2} .0233535{col 37}{space 1}   21.15{col 46}{space 3}0.000{col 54}{space 4}  .448045{col 67}{space 3}  .539589
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2298629{col 26}{space 2}  .029274{col 37}{space 1}    7.85{col 46}{space 3}0.000{col 54}{space 4}  .172487{col 67}{space 3} .2872388
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.934812{col 26}{space 2} .0625053{col 37}{space 1}  158.94{col 46}{space 3}0.000{col 54}{space 4} 9.812304{col 67}{space 3} 10.05732
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  82266.46
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3627

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .493817{col 26}{space 2} .0051644{col 37}{space 1}   95.62{col 46}{space 3}0.000{col 54}{space 4}  .483695{col 67}{space 3}  .503939
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2298629{col 26}{space 2} .0181586{col 37}{space 1}   12.66{col 46}{space 3}0.000{col 54}{space 4} .1942727{col 67}{space 3} .2654531
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.934812{col 26}{space 2}  .082222{col 37}{space 1}  120.83{col 46}{space 3}0.000{col 54}{space 4}  9.77366{col 67}{space 3} 10.09596
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  65743.86
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3627

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .493817{col 26}{space 2} .0243046{col 37}{space 1}   20.32{col 46}{space 3}0.000{col 54}{space 4} .4461809{col 67}{space 3} .5414531
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2298629{col 26}{space 2} .0271361{col 37}{space 1}    8.47{col 46}{space 3}0.000{col 54}{space 4} .1766771{col 67}{space 3} .2830488
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.934812{col 26}{space 2} .0524639{col 37}{space 1}  189.36{col 46}{space 3}0.000{col 54}{space 4} 9.831985{col 67}{space 3} 10.03764
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,482 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(96 real changes made)
(112 real changes made)
(94,760 real changes made)
(131,240 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3999

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5373429{col 26}{space 2} .0053667{col 37}{space 1}  100.13{col 46}{space 3}0.000{col 54}{space 4} .5268243{col 67}{space 3} .5478614
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2079018{col 26}{space 2} .0152402{col 37}{space 1}   13.64{col 46}{space 3}0.000{col 54}{space 4} .1780315{col 67}{space 3}  .237772
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.897978{col 26}{space 2}  .090358{col 37}{space 1}  109.54{col 46}{space 3}0.000{col 54}{space 4} 9.720879{col 67}{space 3} 10.07508
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3999

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5373429{col 26}{space 2} .0204078{col 37}{space 1}   26.33{col 46}{space 3}0.000{col 54}{space 4} .4973444{col 67}{space 3} .5773413
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2079018{col 26}{space 2} .0240908{col 37}{space 1}    8.63{col 46}{space 3}0.000{col 54}{space 4} .1606847{col 67}{space 3} .2551188
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.897978{col 26}{space 2} .0787747{col 37}{space 1}  125.65{col 46}{space 3}0.000{col 54}{space 4} 9.743582{col 67}{space 3} 10.05237
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  57726.47
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3999

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5373429{col 26}{space 2} .0057065{col 37}{space 1}   94.16{col 46}{space 3}0.000{col 54}{space 4} .5261584{col 67}{space 3} .5485273
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2079018{col 26}{space 2} .0152806{col 37}{space 1}   13.61{col 46}{space 3}0.000{col 54}{space 4} .1779524{col 67}{space 3} .2378511
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.897978{col 26}{space 2} .0947059{col 37}{space 1}  104.51{col 46}{space 3}0.000{col 54}{space 4} 9.712358{col 67}{space 3}  10.0836
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  64023.47
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3999

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5373429{col 26}{space 2} .0223702{col 37}{space 1}   24.02{col 46}{space 3}0.000{col 54}{space 4} .4934981{col 67}{space 3} .5811877
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2079018{col 26}{space 2} .0246904{col 37}{space 1}    8.42{col 46}{space 3}0.000{col 54}{space 4} .1595095{col 67}{space 3}  .256294
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.897978{col 26}{space 2} .0745616{col 37}{space 1}  132.75{col 46}{space 3}0.000{col 54}{space 4}  9.75184{col 67}{space 3} 10.04412
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,466 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(108 real changes made)
(94,606 real changes made)
(130,454 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.63

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4701132{col 26}{space 2} .0073208{col 37}{space 1}   64.22{col 46}{space 3}0.000{col 54}{space 4} .4557647{col 67}{space 3} .4844617
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2214028{col 26}{space 2}  .018494{col 37}{space 1}   11.97{col 46}{space 3}0.000{col 54}{space 4} .1851553{col 67}{space 3} .2576504
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.974826{col 26}{space 2} .1026161{col 37}{space 1}   97.21{col 46}{space 3}0.000{col 54}{space 4} 9.773703{col 67}{space 3} 10.17595
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.63

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4701132{col 26}{space 2} .0309438{col 37}{space 1}   15.19{col 46}{space 3}0.000{col 54}{space 4} .4094645{col 67}{space 3} .5307619
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2214028{col 26}{space 2} .0228756{col 37}{space 1}    9.68{col 46}{space 3}0.000{col 54}{space 4} .1765675{col 67}{space 3} .2662381
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.974826{col 26}{space 2} .0665631{col 37}{space 1}  149.86{col 46}{space 3}0.000{col 54}{space 4} 9.844365{col 67}{space 3} 10.10529
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  58432.46
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.63

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4701132{col 26}{space 2} .0078602{col 37}{space 1}   59.81{col 46}{space 3}0.000{col 54}{space 4} .4547075{col 67}{space 3} .4855189
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2214028{col 26}{space 2} .0167057{col 37}{space 1}   13.25{col 46}{space 3}0.000{col 54}{space 4} .1886603{col 67}{space 3} .2541454
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.974826{col 26}{space 2} .1050553{col 37}{space 1}   94.95{col 46}{space 3}0.000{col 54}{space 4} 9.768922{col 67}{space 3} 10.18073
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  18468.24
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.63

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4701132{col 26}{space 2} .0308638{col 37}{space 1}   15.23{col 46}{space 3}0.000{col 54}{space 4} .4096213{col 67}{space 3} .5306051
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2214028{col 26}{space 2} .0227093{col 37}{space 1}    9.75{col 46}{space 3}0.000{col 54}{space 4} .1768935{col 67}{space 3} .2659122
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.974826{col 26}{space 2} .0775981{col 37}{space 1}  128.54{col 46}{space 3}0.000{col 54}{space 4} 9.822737{col 67}{space 3} 10.12692
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,112 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(100 real changes made)
(124 real changes made)
(94,838 real changes made)
(131,268 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3992

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5260152{col 26}{space 2} .0054047{col 37}{space 1}   97.33{col 46}{space 3}0.000{col 54}{space 4} .5154222{col 67}{space 3} .5366082
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1904746{col 26}{space 2}  .015631{col 37}{space 1}   12.19{col 46}{space 3}0.000{col 54}{space 4} .1598385{col 67}{space 3} .2211107
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.10644{col 26}{space 2} .0878104{col 37}{space 1}  115.09{col 46}{space 3}0.000{col 54}{space 4} 9.934335{col 67}{space 3} 10.27855
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3992

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5260152{col 26}{space 2} .0200311{col 37}{space 1}   26.26{col 46}{space 3}0.000{col 54}{space 4}  .486755{col 67}{space 3} .5652754
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1904746{col 26}{space 2} .0282303{col 37}{space 1}    6.75{col 46}{space 3}0.000{col 54}{space 4} .1351442{col 67}{space 3}  .245805
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.10644{col 26}{space 2} .0664907{col 37}{space 1}  152.00{col 46}{space 3}0.000{col 54}{space 4} 9.976121{col 67}{space 3} 10.23676
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  97728.16
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3992

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5260152{col 26}{space 2} .0047867{col 37}{space 1}  109.89{col 46}{space 3}0.000{col 54}{space 4} .5166335{col 67}{space 3} .5353969
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1904746{col 26}{space 2} .0156008{col 37}{space 1}   12.21{col 46}{space 3}0.000{col 54}{space 4} .1598976{col 67}{space 3} .2210516
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.10644{col 26}{space 2} .0870225{col 37}{space 1}  116.14{col 46}{space 3}0.000{col 54}{space 4} 9.935879{col 67}{space 3}   10.277
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  21848.29
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3992

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5260152{col 26}{space 2} .0228207{col 37}{space 1}   23.05{col 46}{space 3}0.000{col 54}{space 4} .4812874{col 67}{space 3}  .570743
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1904746{col 26}{space 2} .0292034{col 37}{space 1}    6.52{col 46}{space 3}0.000{col 54}{space 4} .1332369{col 67}{space 3} .2477123
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.10644{col 26}{space 2} .1034889{col 37}{space 1}   97.66{col 46}{space 3}0.000{col 54}{space 4} 9.903605{col 67}{space 3} 10.30927
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,024 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(98 real changes made)
(112 real changes made)
(94,932 real changes made)
(130,736 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.565

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4977681{col 26}{space 2} .0075637{col 37}{space 1}   65.81{col 46}{space 3}0.000{col 54}{space 4} .4829435{col 67}{space 3} .5125926
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1165417{col 26}{space 2} .0190154{col 37}{space 1}    6.13{col 46}{space 3}0.000{col 54}{space 4} .0792722{col 67}{space 3} .1538112
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.834372{col 26}{space 2}  .100438{col 37}{space 1}   97.91{col 46}{space 3}0.000{col 54}{space 4} 9.637517{col 67}{space 3} 10.03123
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.565

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4977681{col 26}{space 2} .0346157{col 37}{space 1}   14.38{col 46}{space 3}0.000{col 54}{space 4} .4299225{col 67}{space 3} .5656136
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1165417{col 26}{space 2} .0336414{col 37}{space 1}    3.46{col 46}{space 3}0.001{col 54}{space 4} .0506057{col 67}{space 3} .1824777
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.834372{col 26}{space 2} .1143208{col 37}{space 1}   86.02{col 46}{space 3}0.000{col 54}{space 4} 9.610307{col 67}{space 3} 10.05844
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  48752.67
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.565

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4977681{col 26}{space 2} .0084737{col 37}{space 1}   58.74{col 46}{space 3}0.000{col 54}{space 4} .4811598{col 67}{space 3} .5143763
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1165417{col 26}{space 2} .0185873{col 37}{space 1}    6.27{col 46}{space 3}0.000{col 54}{space 4} .0801113{col 67}{space 3} .1529721
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.834372{col 26}{space 2} .0984096{col 37}{space 1}   99.93{col 46}{space 3}0.000{col 54}{space 4} 9.641493{col 67}{space 3} 10.02725
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  59945.39
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.565

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4977681{col 26}{space 2} .0334547{col 37}{space 1}   14.88{col 46}{space 3}0.000{col 54}{space 4} .4321981{col 67}{space 3}  .563338
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1165417{col 26}{space 2} .0351316{col 37}{space 1}    3.32{col 46}{space 3}0.001{col 54}{space 4} .0476849{col 67}{space 3} .1853985
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.834372{col 26}{space 2} .1515775{col 37}{space 1}   64.88{col 46}{space 3}0.000{col 54}{space 4} 9.537286{col 67}{space 3} 10.13146
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,258 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(100 real changes made)
(94,856 real changes made)
(131,104 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4894

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5172982{col 26}{space 2} .0064156{col 37}{space 1}   80.63{col 46}{space 3}0.000{col 54}{space 4} .5047239{col 67}{space 3} .5298725
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2199193{col 26}{space 2} .0172313{col 37}{space 1}   12.76{col 46}{space 3}0.000{col 54}{space 4} .1861465{col 67}{space 3} .2536921
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05043{col 26}{space 2} .0966527{col 37}{space 1}  103.99{col 46}{space 3}0.000{col 54}{space 4} 9.860998{col 67}{space 3} 10.23987
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4894

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5172982{col 26}{space 2} .0261833{col 37}{space 1}   19.76{col 46}{space 3}0.000{col 54}{space 4} .4659798{col 67}{space 3} .5686166
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2199193{col 26}{space 2} .0262734{col 37}{space 1}    8.37{col 46}{space 3}0.000{col 54}{space 4} .1684244{col 67}{space 3} .2714143
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05043{col 26}{space 2} .0583851{col 37}{space 1}  172.14{col 46}{space 3}0.000{col 54}{space 4} 9.936001{col 67}{space 3} 10.16487
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  58620.50
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4894

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5172982{col 26}{space 2} .0065474{col 37}{space 1}   79.01{col 46}{space 3}0.000{col 54}{space 4} .5044655{col 67}{space 3}  .530131
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2199193{col 26}{space 2} .0164095{col 37}{space 1}   13.40{col 46}{space 3}0.000{col 54}{space 4} .1877573{col 67}{space 3} .2520814
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05043{col 26}{space 2} .0874195{col 37}{space 1}  114.97{col 46}{space 3}0.000{col 54}{space 4} 9.879095{col 67}{space 3} 10.22177
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  29151.87
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4894

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5172982{col 26}{space 2} .0261108{col 37}{space 1}   19.81{col 46}{space 3}0.000{col 54}{space 4} .4661221{col 67}{space 3} .5684744
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2199193{col 26}{space 2} .0283869{col 37}{space 1}    7.75{col 46}{space 3}0.000{col 54}{space 4} .1642821{col 67}{space 3} .2755565
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05043{col 26}{space 2} .0676182{col 37}{space 1}  148.64{col 46}{space 3}0.000{col 54}{space 4} 9.917905{col 67}{space 3} 10.18296
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,480 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(116 real changes made)
(94,448 real changes made)
(130,094 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2726

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .501733{col 26}{space 2} .0054921{col 37}{space 1}   91.36{col 46}{space 3}0.000{col 54}{space 4} .4909687{col 67}{space 3} .5124973
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1914139{col 26}{space 2} .0146411{col 37}{space 1}   13.07{col 46}{space 3}0.000{col 54}{space 4} .1627179{col 67}{space 3}   .22011
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908581{col 26}{space 2} .0810169{col 37}{space 1}  122.30{col 46}{space 3}0.000{col 54}{space 4} 9.749791{col 67}{space 3} 10.06737
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2726

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .501733{col 26}{space 2} .0198365{col 37}{space 1}   25.29{col 46}{space 3}0.000{col 54}{space 4} .4628542{col 67}{space 3} .5406118
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1914139{col 26}{space 2} .0242533{col 37}{space 1}    7.89{col 46}{space 3}0.000{col 54}{space 4} .1438782{col 67}{space 3} .2389496
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908581{col 26}{space 2} .0739347{col 37}{space 1}  134.02{col 46}{space 3}0.000{col 54}{space 4} 9.763672{col 67}{space 3} 10.05349
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 115332.32
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2726

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .501733{col 26}{space 2} .0054275{col 37}{space 1}   92.44{col 46}{space 3}0.000{col 54}{space 4} .4910953{col 67}{space 3} .5123707
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1914139{col 26}{space 2} .0132521{col 37}{space 1}   14.44{col 46}{space 3}0.000{col 54}{space 4} .1654402{col 67}{space 3} .2173876
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908581{col 26}{space 2}  .073061{col 37}{space 1}  135.62{col 46}{space 3}0.000{col 54}{space 4} 9.765384{col 67}{space 3} 10.05178
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  34185.13
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2726

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .501733{col 26}{space 2} .0181168{col 37}{space 1}   27.69{col 46}{space 3}0.000{col 54}{space 4} .4662247{col 67}{space 3} .5372413
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1914139{col 26}{space 2}  .020605{col 37}{space 1}    9.29{col 46}{space 3}0.000{col 54}{space 4} .1510289{col 67}{space 3}  .231799
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908581{col 26}{space 2} .0686127{col 37}{space 1}  144.41{col 46}{space 3}0.000{col 54}{space 4} 9.774103{col 67}{space 3} 10.04306
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,480 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(72 real changes made)
(102 real changes made)
(94,838 real changes made)
(129,742 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8773

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5386537{col 26}{space 2} .0076918{col 37}{space 1}   70.03{col 46}{space 3}0.000{col 54}{space 4}  .523578{col 67}{space 3} .5537294
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2117217{col 26}{space 2} .0232977{col 37}{space 1}    9.09{col 46}{space 3}0.000{col 54}{space 4} .1660591{col 67}{space 3} .2573843
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.966082{col 26}{space 2} .1168808{col 37}{space 1}   85.27{col 46}{space 3}0.000{col 54}{space 4}    9.737{col 67}{space 3} 10.19516
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8773

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5386537{col 26}{space 2} .0343778{col 37}{space 1}   15.67{col 46}{space 3}0.000{col 54}{space 4} .4712745{col 67}{space 3} .6060329
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2117217{col 26}{space 2} .0412824{col 37}{space 1}    5.13{col 46}{space 3}0.000{col 54}{space 4} .1308096{col 67}{space 3} .2926337
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.966082{col 26}{space 2} .0962684{col 37}{space 1}  103.52{col 46}{space 3}0.000{col 54}{space 4} 9.777399{col 67}{space 3} 10.15476
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  40356.60
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8773

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5386537{col 26}{space 2} .0080219{col 37}{space 1}   67.15{col 46}{space 3}0.000{col 54}{space 4} .5229311{col 67}{space 3} .5543763
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2117217{col 26}{space 2} .0179481{col 37}{space 1}   11.80{col 46}{space 3}0.000{col 54}{space 4} .1765441{col 67}{space 3} .2468993
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.966082{col 26}{space 2} .1159932{col 37}{space 1}   85.92{col 46}{space 3}0.000{col 54}{space 4} 9.738739{col 67}{space 3} 10.19342
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  12543.76
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8773

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5386537{col 26}{space 2} .0376001{col 37}{space 1}   14.33{col 46}{space 3}0.000{col 54}{space 4} .4649588{col 67}{space 3} .6123486
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2117217{col 26}{space 2} .0344075{col 37}{space 1}    6.15{col 46}{space 3}0.000{col 54}{space 4} .1442842{col 67}{space 3} .2791592
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.966082{col 26}{space 2} .1152648{col 37}{space 1}   86.46{col 46}{space 3}0.000{col 54}{space 4} 9.740167{col 67}{space 3}   10.192
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(170,046 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(116 real changes made)
(94,208 real changes made)
(131,336 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3212

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5447917{col 26}{space 2} .0052565{col 37}{space 1}  103.64{col 46}{space 3}0.000{col 54}{space 4} .5344893{col 67}{space 3} .5550942
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1844224{col 26}{space 2} .0177519{col 37}{space 1}   10.39{col 46}{space 3}0.000{col 54}{space 4} .1496294{col 67}{space 3} .2192154
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.863837{col 26}{space 2} .0841892{col 37}{space 1}  117.16{col 46}{space 3}0.000{col 54}{space 4} 9.698829{col 67}{space 3} 10.02884
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3212

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5447917{col 26}{space 2} .0221306{col 37}{space 1}   24.62{col 46}{space 3}0.000{col 54}{space 4} .5014166{col 67}{space 3} .5881669
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1844224{col 26}{space 2} .0209852{col 37}{space 1}    8.79{col 46}{space 3}0.000{col 54}{space 4} .1432921{col 67}{space 3} .2255527
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.863837{col 26}{space 2} .0570259{col 37}{space 1}  172.97{col 46}{space 3}0.000{col 54}{space 4} 9.752068{col 67}{space 3} 9.975606
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 104648.86
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3212

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5447917{col 26}{space 2} .0055356{col 37}{space 1}   98.42{col 46}{space 3}0.000{col 54}{space 4} .5339422{col 67}{space 3} .5556413
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1844224{col 26}{space 2} .0172133{col 37}{space 1}   10.71{col 46}{space 3}0.000{col 54}{space 4}  .150685{col 67}{space 3} .2181598
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.863837{col 26}{space 2} .0775853{col 37}{space 1}  127.14{col 46}{space 3}0.000{col 54}{space 4} 9.711773{col 67}{space 3}  10.0159
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  30534.37
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3212

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5447917{col 26}{space 2} .0223491{col 37}{space 1}   24.38{col 46}{space 3}0.000{col 54}{space 4} .5009883{col 67}{space 3} .5885951
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1844224{col 26}{space 2} .0182863{col 37}{space 1}   10.09{col 46}{space 3}0.000{col 54}{space 4} .1485818{col 67}{space 3}  .220263
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.863837{col 26}{space 2} .0671209{col 37}{space 1}  146.96{col 46}{space 3}0.000{col 54}{space 4} 9.732283{col 67}{space 3} 9.995392
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,166 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(108 real changes made)
(95,320 real changes made)
(129,930 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3724

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5145278{col 26}{space 2} .0056943{col 37}{space 1}   90.36{col 46}{space 3}0.000{col 54}{space 4} .5033672{col 67}{space 3} .5256884
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1992818{col 26}{space 2} .0166384{col 37}{space 1}   11.98{col 46}{space 3}0.000{col 54}{space 4} .1666711{col 67}{space 3} .2318926
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0303{col 26}{space 2} .0888822{col 37}{space 1}  112.85{col 46}{space 3}0.000{col 54}{space 4} 9.856095{col 67}{space 3} 10.20451
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3724

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5145278{col 26}{space 2} .0228768{col 37}{space 1}   22.49{col 46}{space 3}0.000{col 54}{space 4} .4696901{col 67}{space 3} .5593654
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1992818{col 26}{space 2} .0311679{col 37}{space 1}    6.39{col 46}{space 3}0.000{col 54}{space 4} .1381939{col 67}{space 3} .2603697
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0303{col 26}{space 2} .0560946{col 37}{space 1}  178.81{col 46}{space 3}0.000{col 54}{space 4} 9.920358{col 67}{space 3} 10.14024
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  99121.43
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3724

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5145278{col 26}{space 2} .0051654{col 37}{space 1}   99.61{col 46}{space 3}0.000{col 54}{space 4} .5044037{col 67}{space 3} .5246518
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1992818{col 26}{space 2} .0162289{col 37}{space 1}   12.28{col 46}{space 3}0.000{col 54}{space 4} .1674737{col 67}{space 3} .2310899
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0303{col 26}{space 2} .0672111{col 37}{space 1}  149.24{col 46}{space 3}0.000{col 54}{space 4}  9.89857{col 67}{space 3} 10.16203
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  63207.71
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3724

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5145278{col 26}{space 2} .0219592{col 37}{space 1}   23.43{col 46}{space 3}0.000{col 54}{space 4} .4714885{col 67}{space 3}  .557567
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1992818{col 26}{space 2} .0295036{col 37}{space 1}    6.75{col 46}{space 3}0.000{col 54}{space 4} .1414558{col 67}{space 3} .2571078
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0303{col 26}{space 2} .0548278{col 37}{space 1}  182.94{col 46}{space 3}0.000{col 54}{space 4} 9.922841{col 67}{space 3} 10.13776
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,368 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(120 real changes made)
(95,124 real changes made)
(130,390 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3182

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5327653{col 26}{space 2}  .005515{col 37}{space 1}   96.60{col 46}{space 3}0.000{col 54}{space 4} .5219561{col 67}{space 3} .5435745
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2386603{col 26}{space 2} .0169345{col 37}{space 1}   14.09{col 46}{space 3}0.000{col 54}{space 4} .2054692{col 67}{space 3} .2718513
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.971513{col 26}{space 2} .0828642{col 37}{space 1}  120.34{col 46}{space 3}0.000{col 54}{space 4} 9.809103{col 67}{space 3} 10.13392
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3182

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5327653{col 26}{space 2} .0216696{col 37}{space 1}   24.59{col 46}{space 3}0.000{col 54}{space 4} .4902937{col 67}{space 3} .5752369
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2386603{col 26}{space 2} .0259944{col 37}{space 1}    9.18{col 46}{space 3}0.000{col 54}{space 4} .1877122{col 67}{space 3} .2896084
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.971513{col 26}{space 2} .0533028{col 37}{space 1}  187.07{col 46}{space 3}0.000{col 54}{space 4} 9.867042{col 67}{space 3} 10.07599
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  96063.56
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3182

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5327653{col 26}{space 2} .0056264{col 37}{space 1}   94.69{col 46}{space 3}0.000{col 54}{space 4} .5217377{col 67}{space 3} .5437929
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2386603{col 26}{space 2} .0173519{col 37}{space 1}   13.75{col 46}{space 3}0.000{col 54}{space 4} .2046513{col 67}{space 3} .2726693
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.971513{col 26}{space 2} .0787232{col 37}{space 1}  126.67{col 46}{space 3}0.000{col 54}{space 4} 9.817219{col 67}{space 3} 10.12581
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  31483.23
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3182

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5327653{col 26}{space 2} .0218017{col 37}{space 1}   24.44{col 46}{space 3}0.000{col 54}{space 4} .4900347{col 67}{space 3} .5754958
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2386603{col 26}{space 2} .0275126{col 37}{space 1}    8.67{col 46}{space 3}0.000{col 54}{space 4} .1847365{col 67}{space 3}  .292584
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.971513{col 26}{space 2} .0606008{col 37}{space 1}  164.54{col 46}{space 3}0.000{col 54}{space 4} 9.852738{col 67}{space 3} 10.09029
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,886 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(110 real changes made)
(116 real changes made)
(95,312 real changes made)
(130,560 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3382

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5218895{col 26}{space 2}  .005673{col 37}{space 1}   92.00{col 46}{space 3}0.000{col 54}{space 4} .5107707{col 67}{space 3} .5330084
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}   .21718{col 26}{space 2} .0136747{col 37}{space 1}   15.88{col 46}{space 3}0.000{col 54}{space 4} .1903781{col 67}{space 3} .2439819
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.983758{col 26}{space 2}  .083975{col 37}{space 1}  118.89{col 46}{space 3}0.000{col 54}{space 4}  9.81917{col 67}{space 3} 10.14835
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3382

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5218895{col 26}{space 2} .0225478{col 37}{space 1}   23.15{col 46}{space 3}0.000{col 54}{space 4} .4776966{col 67}{space 3} .5660824
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}   .21718{col 26}{space 2} .0302033{col 37}{space 1}    7.19{col 46}{space 3}0.000{col 54}{space 4} .1579825{col 67}{space 3} .2763774
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.983758{col 26}{space 2} .0495011{col 37}{space 1}  201.69{col 46}{space 3}0.000{col 54}{space 4} 9.886738{col 67}{space 3} 10.08078
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  71333.43
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3382

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5218895{col 26}{space 2} .0065413{col 37}{space 1}   79.78{col 46}{space 3}0.000{col 54}{space 4} .5090688{col 67}{space 3} .5347103
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}   .21718{col 26}{space 2} .0144598{col 37}{space 1}   15.02{col 46}{space 3}0.000{col 54}{space 4} .1888393{col 67}{space 3} .2455206
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.983758{col 26}{space 2} .0876743{col 37}{space 1}  113.87{col 46}{space 3}0.000{col 54}{space 4}  9.81192{col 67}{space 3}  10.1556
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  40584.12
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3382

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5218895{col 26}{space 2} .0214404{col 37}{space 1}   24.34{col 46}{space 3}0.000{col 54}{space 4} .4798671{col 67}{space 3} .5639119
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}   .21718{col 26}{space 2} .0342951{col 37}{space 1}    6.33{col 46}{space 3}0.000{col 54}{space 4} .1499628{col 67}{space 3} .2843972
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.983758{col 26}{space 2}  .052889{col 37}{space 1}  188.77{col 46}{space 3}0.000{col 54}{space 4} 9.880098{col 67}{space 3} 10.08742
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,786 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(106 real changes made)
(118 real changes made)
(95,944 real changes made)
(129,998 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.654

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5052479{col 26}{space 2} .0069054{col 37}{space 1}   73.17{col 46}{space 3}0.000{col 54}{space 4} .4917135{col 67}{space 3} .5187822
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2516094{col 26}{space 2} .0172423{col 37}{space 1}   14.59{col 46}{space 3}0.000{col 54}{space 4} .2178152{col 67}{space 3} .2854036
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0624{col 26}{space 2} .1042249{col 37}{space 1}   96.55{col 46}{space 3}0.000{col 54}{space 4} 9.858119{col 67}{space 3} 10.26667
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.654

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5052479{col 26}{space 2} .0291847{col 37}{space 1}   17.31{col 46}{space 3}0.000{col 54}{space 4} .4480468{col 67}{space 3} .5624489
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2516094{col 26}{space 2} .0341108{col 37}{space 1}    7.38{col 46}{space 3}0.000{col 54}{space 4} .1847535{col 67}{space 3} .3184653
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0624{col 26}{space 2} .0535933{col 37}{space 1}  187.75{col 46}{space 3}0.000{col 54}{space 4} 9.957355{col 67}{space 3} 10.16744
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  59251.78
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.654

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5052479{col 26}{space 2} .0066206{col 37}{space 1}   76.31{col 46}{space 3}0.000{col 54}{space 4} .4922717{col 67}{space 3} .5182241
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2516094{col 26}{space 2}  .017362{col 37}{space 1}   14.49{col 46}{space 3}0.000{col 54}{space 4} .2175805{col 67}{space 3} .2856383
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0624{col 26}{space 2} .0832555{col 37}{space 1}  120.86{col 46}{space 3}0.000{col 54}{space 4} 9.899219{col 67}{space 3} 10.22557
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  17065.88
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.654

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5052479{col 26}{space 2}  .027176{col 37}{space 1}   18.59{col 46}{space 3}0.000{col 54}{space 4}  .451984{col 67}{space 3} .5585118
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2516094{col 26}{space 2} .0343885{col 37}{space 1}    7.32{col 46}{space 3}0.000{col 54}{space 4} .1842092{col 67}{space 3} .3190096
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0624{col 26}{space 2} .0813808{col 37}{space 1}  123.65{col 46}{space 3}0.000{col 54}{space 4} 9.902893{col 67}{space 3}  10.2219
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,574 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(78 real changes made)
(146 real changes made)
(95,458 real changes made)
(130,696 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6713

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .485807{col 26}{space 2} .0072534{col 37}{space 1}   66.98{col 46}{space 3}0.000{col 54}{space 4} .4715906{col 67}{space 3} .5000233
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .195325{col 26}{space 2}   .01812{col 37}{space 1}   10.78{col 46}{space 3}0.000{col 54}{space 4} .1598105{col 67}{space 3} .2308396
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01036{col 26}{space 2} .1039178{col 37}{space 1}   96.33{col 46}{space 3}0.000{col 54}{space 4} 9.806682{col 67}{space 3} 10.21403
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6713

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .485807{col 26}{space 2} .0319057{col 37}{space 1}   15.23{col 46}{space 3}0.000{col 54}{space 4}  .423273{col 67}{space 3} .5483409
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .195325{col 26}{space 2} .0268857{col 37}{space 1}    7.27{col 46}{space 3}0.000{col 54}{space 4} .1426301{col 67}{space 3} .2480199
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01036{col 26}{space 2}  .062663{col 37}{space 1}  159.75{col 46}{space 3}0.000{col 54}{space 4}  9.88754{col 67}{space 3} 10.13317
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  51003.75
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6713

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .485807{col 26}{space 2} .0066449{col 37}{space 1}   73.11{col 46}{space 3}0.000{col 54}{space 4} .4727832{col 67}{space 3} .4988308
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .195325{col 26}{space 2} .0174249{col 37}{space 1}   11.21{col 46}{space 3}0.000{col 54}{space 4} .1611729{col 67}{space 3} .2294772
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01036{col 26}{space 2} .0997226{col 37}{space 1}  100.38{col 46}{space 3}0.000{col 54}{space 4} 9.814904{col 67}{space 3} 10.20581
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  37304.41
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6713

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .485807{col 26}{space 2} .0311673{col 37}{space 1}   15.59{col 46}{space 3}0.000{col 54}{space 4} .4247201{col 67}{space 3} .5468939
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .195325{col 26}{space 2}  .029039{col 37}{space 1}    6.73{col 46}{space 3}0.000{col 54}{space 4} .1384096{col 67}{space 3} .2522405
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01036{col 26}{space 2} .0746799{col 37}{space 1}  134.04{col 46}{space 3}0.000{col 54}{space 4} 9.863987{col 67}{space 3} 10.15673
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,136 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(96 real changes made)
(116 real changes made)
(94,800 real changes made)
(129,422 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4892

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5037233{col 26}{space 2} .0061889{col 37}{space 1}   81.39{col 46}{space 3}0.000{col 54}{space 4} .4915933{col 67}{space 3} .5158532
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2139792{col 26}{space 2} .0149308{col 37}{space 1}   14.33{col 46}{space 3}0.000{col 54}{space 4} .1847154{col 67}{space 3}  .243243
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.975925{col 26}{space 2} .0957068{col 37}{space 1}  104.23{col 46}{space 3}0.000{col 54}{space 4} 9.788343{col 67}{space 3} 10.16351
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4892

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5037233{col 26}{space 2} .0241537{col 37}{space 1}   20.85{col 46}{space 3}0.000{col 54}{space 4} .4563829{col 67}{space 3} .5510637
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2139792{col 26}{space 2} .0279486{col 37}{space 1}    7.66{col 46}{space 3}0.000{col 54}{space 4} .1592009{col 67}{space 3} .2687574
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.975925{col 26}{space 2} .0715497{col 37}{space 1}  139.43{col 46}{space 3}0.000{col 54}{space 4} 9.835691{col 67}{space 3} 10.11616
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  57726.84
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4892

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5037233{col 26}{space 2} .0057152{col 37}{space 1}   88.14{col 46}{space 3}0.000{col 54}{space 4} .4925218{col 67}{space 3} .5149248
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2139792{col 26}{space 2}  .015494{col 37}{space 1}   13.81{col 46}{space 3}0.000{col 54}{space 4} .1836114{col 67}{space 3} .2443469
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.975925{col 26}{space 2} .0681006{col 37}{space 1}  146.49{col 46}{space 3}0.000{col 54}{space 4} 9.842451{col 67}{space 3}  10.1094
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  29964.97
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4892

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5037233{col 26}{space 2} .0263018{col 37}{space 1}   19.15{col 46}{space 3}0.000{col 54}{space 4} .4521726{col 67}{space 3} .5552739
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2139792{col 26}{space 2} .0345959{col 37}{space 1}    6.19{col 46}{space 3}0.000{col 54}{space 4} .1461724{col 67}{space 3} .2817859
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.975925{col 26}{space 2} .0893694{col 37}{space 1}  111.63{col 46}{space 3}0.000{col 54}{space 4} 9.800765{col 67}{space 3} 10.15109
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,786 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(120 real changes made)
(94,406 real changes made)
(130,642 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3646

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4969748{col 26}{space 2} .0060449{col 37}{space 1}   82.21{col 46}{space 3}0.000{col 54}{space 4}  .485127{col 67}{space 3} .5088225
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1948178{col 26}{space 2} .0123718{col 37}{space 1}   15.75{col 46}{space 3}0.000{col 54}{space 4} .1705694{col 67}{space 3} .2190661
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.941567{col 26}{space 2}  .084745{col 37}{space 1}  117.31{col 46}{space 3}0.000{col 54}{space 4}  9.77547{col 67}{space 3} 10.10766
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3646

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4969748{col 26}{space 2} .0252641{col 37}{space 1}   19.67{col 46}{space 3}0.000{col 54}{space 4} .4474581{col 67}{space 3} .5464915
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1948178{col 26}{space 2} .0152157{col 37}{space 1}   12.80{col 46}{space 3}0.000{col 54}{space 4} .1649955{col 67}{space 3}   .22464
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.941567{col 26}{space 2} .0542837{col 37}{space 1}  183.14{col 46}{space 3}0.000{col 54}{space 4} 9.835173{col 67}{space 3} 10.04796
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  74466.08
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3646

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4969748{col 26}{space 2} .0063335{col 37}{space 1}   78.47{col 46}{space 3}0.000{col 54}{space 4} .4845614{col 67}{space 3} .5093881
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1948178{col 26}{space 2} .0111913{col 37}{space 1}   17.41{col 46}{space 3}0.000{col 54}{space 4} .1728833{col 67}{space 3} .2167522
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.941567{col 26}{space 2} .0871792{col 37}{space 1}  114.04{col 46}{space 3}0.000{col 54}{space 4} 9.770699{col 67}{space 3} 10.11243
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  37940.27
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3646

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4969748{col 26}{space 2} .0284177{col 37}{space 1}   17.49{col 46}{space 3}0.000{col 54}{space 4} .4412771{col 67}{space 3} .5526724
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1948178{col 26}{space 2} .0185065{col 37}{space 1}   10.53{col 46}{space 3}0.000{col 54}{space 4} .1585458{col 67}{space 3} .2310897
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.941567{col 26}{space 2}  .055191{col 37}{space 1}  180.13{col 46}{space 3}0.000{col 54}{space 4} 9.833394{col 67}{space 3} 10.04974
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,516 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(112 real changes made)
(95,180 real changes made)
(130,444 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5217

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4439091{col 26}{space 2} .0075007{col 37}{space 1}   59.18{col 46}{space 3}0.000{col 54}{space 4} .4292079{col 67}{space 3} .4586103
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .212599{col 26}{space 2} .0185169{col 37}{space 1}   11.48{col 46}{space 3}0.000{col 54}{space 4} .1763064{col 67}{space 3} .2488915
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.971005{col 26}{space 2} .0982803{col 37}{space 1}  101.45{col 46}{space 3}0.000{col 54}{space 4} 9.778379{col 67}{space 3} 10.16363
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5217

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4439091{col 26}{space 2}  .030699{col 37}{space 1}   14.46{col 46}{space 3}0.000{col 54}{space 4} .3837401{col 67}{space 3} .5040781
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .212599{col 26}{space 2} .0338633{col 37}{space 1}    6.28{col 46}{space 3}0.000{col 54}{space 4} .1462282{col 67}{space 3} .2789697
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.971005{col 26}{space 2} .0785258{col 37}{space 1}  126.98{col 46}{space 3}0.000{col 54}{space 4} 9.817097{col 67}{space 3} 10.12491
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  34028.37
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5217

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4439091{col 26}{space 2} .0076664{col 37}{space 1}   57.90{col 46}{space 3}0.000{col 54}{space 4} .4288833{col 67}{space 3} .4589349
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .212599{col 26}{space 2} .0187687{col 37}{space 1}   11.33{col 46}{space 3}0.000{col 54}{space 4} .1758129{col 67}{space 3}  .249385
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.971005{col 26}{space 2} .0963396{col 37}{space 1}  103.50{col 46}{space 3}0.000{col 54}{space 4} 9.782183{col 67}{space 3} 10.15983
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}   8986.66
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5217

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4439091{col 26}{space 2} .0327881{col 37}{space 1}   13.54{col 46}{space 3}0.000{col 54}{space 4} .3796457{col 67}{space 3} .5081725
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .212599{col 26}{space 2} .0281159{col 37}{space 1}    7.56{col 46}{space 3}0.000{col 54}{space 4} .1574929{col 67}{space 3}  .267705
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.971005{col 26}{space 2} .1115477{col 37}{space 1}   89.39{col 46}{space 3}0.000{col 54}{space 4} 9.752375{col 67}{space 3} 10.18963
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,458 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(126 real changes made)
(94,884 real changes made)
(130,150 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4899

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5299697{col 26}{space 2} .0059966{col 37}{space 1}   88.38{col 46}{space 3}0.000{col 54}{space 4} .5182165{col 67}{space 3} .5417228
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2138442{col 26}{space 2} .0151119{col 37}{space 1}   14.15{col 46}{space 3}0.000{col 54}{space 4} .1842254{col 67}{space 3}  .243463
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02164{col 26}{space 2} .0929385{col 37}{space 1}  107.83{col 46}{space 3}0.000{col 54}{space 4} 9.839484{col 67}{space 3}  10.2038
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4899

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5299697{col 26}{space 2}  .026677{col 37}{space 1}   19.87{col 46}{space 3}0.000{col 54}{space 4} .4776837{col 67}{space 3} .5822556
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2138442{col 26}{space 2} .0296929{col 37}{space 1}    7.20{col 46}{space 3}0.000{col 54}{space 4} .1556471{col 67}{space 3} .2720413
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02164{col 26}{space 2} .0842278{col 37}{space 1}  118.98{col 46}{space 3}0.000{col 54}{space 4} 9.856557{col 67}{space 3} 10.18672
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  92860.92
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4899

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5299697{col 26}{space 2} .0068613{col 37}{space 1}   77.24{col 46}{space 3}0.000{col 54}{space 4} .5165217{col 67}{space 3} .5434176
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2138442{col 26}{space 2} .0144522{col 37}{space 1}   14.80{col 46}{space 3}0.000{col 54}{space 4} .1855185{col 67}{space 3} .2421699
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02164{col 26}{space 2}  .094068{col 37}{space 1}  106.54{col 46}{space 3}0.000{col 54}{space 4} 9.837271{col 67}{space 3} 10.20601
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  33571.20
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4899

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5299697{col 26}{space 2} .0242361{col 37}{space 1}   21.87{col 46}{space 3}0.000{col 54}{space 4} .4824678{col 67}{space 3} .5774716
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2138442{col 26}{space 2} .0279592{col 37}{space 1}    7.65{col 46}{space 3}0.000{col 54}{space 4} .1590451{col 67}{space 3} .2686433
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02164{col 26}{space 2} .0947642{col 37}{space 1}  105.75{col 46}{space 3}0.000{col 54}{space 4} 9.835906{col 67}{space 3} 10.20738
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,132 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(104 real changes made)
(94,900 real changes made)
(129,570 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4807

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .504921{col 26}{space 2} .0063416{col 37}{space 1}   79.62{col 46}{space 3}0.000{col 54}{space 4} .4924917{col 67}{space 3} .5173503
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2035864{col 26}{space 2} .0166702{col 37}{space 1}   12.21{col 46}{space 3}0.000{col 54}{space 4} .1709134{col 67}{space 3} .2362594
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.854976{col 26}{space 2} .0924259{col 37}{space 1}  106.63{col 46}{space 3}0.000{col 54}{space 4} 9.673824{col 67}{space 3} 10.03613
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4807

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .504921{col 26}{space 2} .0260692{col 37}{space 1}   19.37{col 46}{space 3}0.000{col 54}{space 4} .4538264{col 67}{space 3} .5560157
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2035864{col 26}{space 2} .0302537{col 37}{space 1}    6.73{col 46}{space 3}0.000{col 54}{space 4} .1442903{col 67}{space 3} .2628825
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.854976{col 26}{space 2} .0642975{col 37}{space 1}  153.27{col 46}{space 3}0.000{col 54}{space 4} 9.728955{col 67}{space 3} 9.980996
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  51372.87
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4807

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .504921{col 26}{space 2} .0067404{col 37}{space 1}   74.91{col 46}{space 3}0.000{col 54}{space 4} .4917102{col 67}{space 3} .5181319
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2035864{col 26}{space 2} .0142864{col 37}{space 1}   14.25{col 46}{space 3}0.000{col 54}{space 4} .1755855{col 67}{space 3} .2315873
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.854976{col 26}{space 2} .0786223{col 37}{space 1}  125.35{col 46}{space 3}0.000{col 54}{space 4} 9.700879{col 67}{space 3} 10.00907
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  17803.94
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4807

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .504921{col 26}{space 2} .0224515{col 37}{space 1}   22.49{col 46}{space 3}0.000{col 54}{space 4}  .460917{col 67}{space 3} .5489251
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2035864{col 26}{space 2} .0256202{col 37}{space 1}    7.95{col 46}{space 3}0.000{col 54}{space 4} .1533718{col 67}{space 3}  .253801
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.854976{col 26}{space 2} .0794149{col 37}{space 1}  124.09{col 46}{space 3}0.000{col 54}{space 4} 9.699325{col 67}{space 3} 10.01063
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,752 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(104 real changes made)
(112 real changes made)
(95,318 real changes made)
(130,590 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1388

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5426917{col 26}{space 2} .0046114{col 37}{space 1}  117.68{col 46}{space 3}0.000{col 54}{space 4} .5336534{col 67}{space 3} .5517299
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2528928{col 26}{space 2} .0116754{col 37}{space 1}   21.66{col 46}{space 3}0.000{col 54}{space 4} .2300095{col 67}{space 3} .2757761
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04904{col 26}{space 2}  .073023{col 37}{space 1}  137.61{col 46}{space 3}0.000{col 54}{space 4} 9.905922{col 67}{space 3} 10.19217
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1388

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5426917{col 26}{space 2} .0175382{col 37}{space 1}   30.94{col 46}{space 3}0.000{col 54}{space 4} .5083173{col 67}{space 3}  .577066
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2528928{col 26}{space 2} .0144231{col 37}{space 1}   17.53{col 46}{space 3}0.000{col 54}{space 4}  .224624{col 67}{space 3} .2811616
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04904{col 26}{space 2} .0523048{col 37}{space 1}  192.12{col 46}{space 3}0.000{col 54}{space 4} 9.946529{col 67}{space 3} 10.15156
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  99100.18
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1388

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5426917{col 26}{space 2} .0050118{col 37}{space 1}  108.28{col 46}{space 3}0.000{col 54}{space 4} .5328687{col 67}{space 3} .5525146
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2528928{col 26}{space 2} .0117465{col 37}{space 1}   21.53{col 46}{space 3}0.000{col 54}{space 4} .2298701{col 67}{space 3} .2759155
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04904{col 26}{space 2} .0785698{col 37}{space 1}  127.90{col 46}{space 3}0.000{col 54}{space 4}  9.89505{col 67}{space 3} 10.20304
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  35081.41
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1388

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5426917{col 26}{space 2} .0171138{col 37}{space 1}   31.71{col 46}{space 3}0.000{col 54}{space 4} .5091492{col 67}{space 3} .5762341
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2528928{col 26}{space 2} .0131285{col 37}{space 1}   19.26{col 46}{space 3}0.000{col 54}{space 4} .2271614{col 67}{space 3} .2786242
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04904{col 26}{space 2} .0564444{col 37}{space 1}  178.03{col 46}{space 3}0.000{col 54}{space 4} 9.938415{col 67}{space 3} 10.15967
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,354 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(98 real changes made)
(95,508 real changes made)
(130,606 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8804

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4982267{col 26}{space 2} .0083519{col 37}{space 1}   59.65{col 46}{space 3}0.000{col 54}{space 4} .4818573{col 67}{space 3} .5145961
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2272019{col 26}{space 2} .0216887{col 37}{space 1}   10.48{col 46}{space 3}0.000{col 54}{space 4} .1846928{col 67}{space 3}  .269711
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.901936{col 26}{space 2} .1186826{col 37}{space 1}   83.43{col 46}{space 3}0.000{col 54}{space 4} 9.669323{col 67}{space 3} 10.13455
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8804

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4982267{col 26}{space 2} .0363015{col 37}{space 1}   13.72{col 46}{space 3}0.000{col 54}{space 4}  .427077{col 67}{space 3} .5693764
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2272019{col 26}{space 2} .0333456{col 37}{space 1}    6.81{col 46}{space 3}0.000{col 54}{space 4} .1618458{col 67}{space 3}  .292558
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.901936{col 26}{space 2} .0675595{col 37}{space 1}  146.57{col 46}{space 3}0.000{col 54}{space 4} 9.769522{col 67}{space 3} 10.03435
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  37864.77
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8804

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4982267{col 26}{space 2} .0077542{col 37}{space 1}   64.25{col 46}{space 3}0.000{col 54}{space 4} .4830288{col 67}{space 3} .5134246
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2272019{col 26}{space 2} .0204834{col 37}{space 1}   11.09{col 46}{space 3}0.000{col 54}{space 4} .1870553{col 67}{space 3} .2673485
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.901936{col 26}{space 2} .1098426{col 37}{space 1}   90.15{col 46}{space 3}0.000{col 54}{space 4} 9.686649{col 67}{space 3} 10.11722
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}   6984.15
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8804

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4982267{col 26}{space 2}   .03241{col 37}{space 1}   15.37{col 46}{space 3}0.000{col 54}{space 4} .4347043{col 67}{space 3} .5617491
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2272019{col 26}{space 2} .0340119{col 37}{space 1}    6.68{col 46}{space 3}0.000{col 54}{space 4} .1605399{col 67}{space 3}  .293864
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.901936{col 26}{space 2} .1217552{col 37}{space 1}   81.33{col 46}{space 3}0.000{col 54}{space 4}   9.6633{col 67}{space 3} 10.14057
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,872 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(132 real changes made)
(94,460 real changes made)
(130,476 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3663

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5136351{col 26}{space 2}  .005649{col 37}{space 1}   90.92{col 46}{space 3}0.000{col 54}{space 4} .5025632{col 67}{space 3} .5247069
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2319404{col 26}{space 2} .0141612{col 37}{space 1}   16.38{col 46}{space 3}0.000{col 54}{space 4} .2041848{col 67}{space 3} .2596959
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.952419{col 26}{space 2} .0868848{col 37}{space 1}  114.55{col 46}{space 3}0.000{col 54}{space 4} 9.782127{col 67}{space 3} 10.12271
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3663

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5136351{col 26}{space 2} .0231471{col 37}{space 1}   22.19{col 46}{space 3}0.000{col 54}{space 4} .4682677{col 67}{space 3} .5590025
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2319404{col 26}{space 2} .0233671{col 37}{space 1}    9.93{col 46}{space 3}0.000{col 54}{space 4} .1861416{col 67}{space 3} .2777391
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.952419{col 26}{space 2} .0664091{col 37}{space 1}  149.87{col 46}{space 3}0.000{col 54}{space 4} 9.822259{col 67}{space 3} 10.08258
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  56809.11
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3663

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5136351{col 26}{space 2}  .005239{col 37}{space 1}   98.04{col 46}{space 3}0.000{col 54}{space 4} .5033668{col 67}{space 3} .5239034
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2319404{col 26}{space 2} .0161914{col 37}{space 1}   14.32{col 46}{space 3}0.000{col 54}{space 4} .2002059{col 67}{space 3} .2636749
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.952419{col 26}{space 2} .0931004{col 37}{space 1}  106.90{col 46}{space 3}0.000{col 54}{space 4} 9.769945{col 67}{space 3} 10.13489
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  26717.46
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3663

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5136351{col 26}{space 2}  .024251{col 37}{space 1}   21.18{col 46}{space 3}0.000{col 54}{space 4}  .466104{col 67}{space 3} .5611662
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2319404{col 26}{space 2} .0251865{col 37}{space 1}    9.21{col 46}{space 3}0.000{col 54}{space 4} .1825757{col 67}{space 3}  .281305
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.952419{col 26}{space 2} .0723025{col 37}{space 1}  137.65{col 46}{space 3}0.000{col 54}{space 4} 9.810708{col 67}{space 3} 10.09413
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,188 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(102 real changes made)
(95,732 real changes made)
(131,752 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4448

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5315031{col 26}{space 2} .0056256{col 37}{space 1}   94.48{col 46}{space 3}0.000{col 54}{space 4} .5204771{col 67}{space 3} .5425292
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2166077{col 26}{space 2} .0171081{col 37}{space 1}   12.66{col 46}{space 3}0.000{col 54}{space 4} .1830765{col 67}{space 3} .2501389
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.969559{col 26}{space 2} .0917187{col 37}{space 1}  108.70{col 46}{space 3}0.000{col 54}{space 4} 9.789793{col 67}{space 3} 10.14932
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4448

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5315031{col 26}{space 2} .0219562{col 37}{space 1}   24.21{col 46}{space 3}0.000{col 54}{space 4} .4884698{col 67}{space 3} .5745364
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2166077{col 26}{space 2} .0278672{col 37}{space 1}    7.77{col 46}{space 3}0.000{col 54}{space 4} .1619889{col 67}{space 3} .2712265
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.969559{col 26}{space 2} .0757155{col 37}{space 1}  131.67{col 46}{space 3}0.000{col 54}{space 4} 9.821159{col 67}{space 3} 10.11796
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  84274.56
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4448

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5315031{col 26}{space 2} .0051864{col 37}{space 1}  102.48{col 46}{space 3}0.000{col 54}{space 4} .5213379{col 67}{space 3} .5416684
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2166077{col 26}{space 2} .0139738{col 37}{space 1}   15.50{col 46}{space 3}0.000{col 54}{space 4} .1892195{col 67}{space 3}  .243996
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.969559{col 26}{space 2} .0792286{col 37}{space 1}  125.83{col 46}{space 3}0.000{col 54}{space 4} 9.814274{col 67}{space 3} 10.12484
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  20786.16
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4448

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5315031{col 26}{space 2} .0217009{col 37}{space 1}   24.49{col 46}{space 3}0.000{col 54}{space 4} .4889702{col 67}{space 3} .5740361
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2166077{col 26}{space 2} .0265175{col 37}{space 1}    8.17{col 46}{space 3}0.000{col 54}{space 4} .1646344{col 67}{space 3} .2685811
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.969559{col 26}{space 2} .0978606{col 37}{space 1}  101.88{col 46}{space 3}0.000{col 54}{space 4} 9.777756{col 67}{space 3} 10.16136
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(159,102 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(98 real changes made)
(95,150 real changes made)
(130,026 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4918

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4836882{col 26}{space 2} .0068778{col 37}{space 1}   70.33{col 46}{space 3}0.000{col 54}{space 4} .4702079{col 67}{space 3} .4971685
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2018072{col 26}{space 2}  .017151{col 37}{space 1}   11.77{col 46}{space 3}0.000{col 54}{space 4} .1681918{col 67}{space 3} .2354227
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03708{col 26}{space 2} .0962747{col 37}{space 1}  104.25{col 46}{space 3}0.000{col 54}{space 4} 9.848389{col 67}{space 3} 10.22578
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4918

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4836882{col 26}{space 2} .0281345{col 37}{space 1}   17.19{col 46}{space 3}0.000{col 54}{space 4} .4285456{col 67}{space 3} .5388308
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2018072{col 26}{space 2} .0309668{col 37}{space 1}    6.52{col 46}{space 3}0.000{col 54}{space 4} .1411134{col 67}{space 3} .2625011
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03708{col 26}{space 2}  .058042{col 37}{space 1}  172.93{col 46}{space 3}0.000{col 54}{space 4} 9.923324{col 67}{space 3} 10.15084
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  42090.52
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4918

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4836882{col 26}{space 2} .0082428{col 37}{space 1}   58.68{col 46}{space 3}0.000{col 54}{space 4} .4675326{col 67}{space 3} .4998439
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2018072{col 26}{space 2} .0185536{col 37}{space 1}   10.88{col 46}{space 3}0.000{col 54}{space 4} .1654428{col 67}{space 3} .2381717
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03708{col 26}{space 2} .0960977{col 37}{space 1}  104.45{col 46}{space 3}0.000{col 54}{space 4} 9.848736{col 67}{space 3} 10.22543
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  53196.04
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4918

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4836882{col 26}{space 2} .0255022{col 37}{space 1}   18.97{col 46}{space 3}0.000{col 54}{space 4} .4337048{col 67}{space 3} .5336717
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2018072{col 26}{space 2} .0256188{col 37}{space 1}    7.88{col 46}{space 3}0.000{col 54}{space 4} .1515954{col 67}{space 3} .2520191
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03708{col 26}{space 2} .0546307{col 37}{space 1}  183.73{col 46}{space 3}0.000{col 54}{space 4}  9.93001{col 67}{space 3} 10.14416
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,944 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(132 real changes made)
(94,444 real changes made)
(131,126 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2009

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5010027{col 26}{space 2} .0051324{col 37}{space 1}   97.61{col 46}{space 3}0.000{col 54}{space 4} .4909433{col 67}{space 3} .5110621
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2148572{col 26}{space 2} .0126835{col 37}{space 1}   16.94{col 46}{space 3}0.000{col 54}{space 4} .1899981{col 67}{space 3} .2397164
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04501{col 26}{space 2} .0767633{col 37}{space 1}  130.86{col 46}{space 3}0.000{col 54}{space 4} 9.894552{col 67}{space 3} 10.19546
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2009

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5010027{col 26}{space 2} .0196636{col 37}{space 1}   25.48{col 46}{space 3}0.000{col 54}{space 4} .4624627{col 67}{space 3} .5395426
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2148572{col 26}{space 2} .0157825{col 37}{space 1}   13.61{col 46}{space 3}0.000{col 54}{space 4} .1839241{col 67}{space 3} .2457904
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04501{col 26}{space 2} .0396826{col 37}{space 1}  253.13{col 46}{space 3}0.000{col 54}{space 4} 9.967229{col 67}{space 3} 10.12278
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  77750.98
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2009

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5010027{col 26}{space 2} .0058325{col 37}{space 1}   85.90{col 46}{space 3}0.000{col 54}{space 4} .4895711{col 67}{space 3} .5124342
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2148572{col 26}{space 2} .0127411{col 37}{space 1}   16.86{col 46}{space 3}0.000{col 54}{space 4} .1898851{col 67}{space 3} .2398294
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04501{col 26}{space 2} .0802096{col 37}{space 1}  125.23{col 46}{space 3}0.000{col 54}{space 4} 9.887797{col 67}{space 3} 10.20221
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  54514.73
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2009

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5010027{col 26}{space 2} .0205506{col 37}{space 1}   24.38{col 46}{space 3}0.000{col 54}{space 4} .4607243{col 67}{space 3} .5412811
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2148572{col 26}{space 2} .0161338{col 37}{space 1}   13.32{col 46}{space 3}0.000{col 54}{space 4} .1832356{col 67}{space 3} .2464789
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04501{col 26}{space 2} .0434232{col 37}{space 1}  231.33{col 46}{space 3}0.000{col 54}{space 4} 9.959897{col 67}{space 3} 10.13011
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,884 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(110 real changes made)
(116 real changes made)
(95,366 real changes made)
(130,334 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6186

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5064801{col 26}{space 2} .0072461{col 37}{space 1}   69.90{col 46}{space 3}0.000{col 54}{space 4}  .492278{col 67}{space 3} .5206822
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2392732{col 26}{space 2} .0169736{col 37}{space 1}   14.10{col 46}{space 3}0.000{col 54}{space 4} .2060056{col 67}{space 3} .2725408
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.970205{col 26}{space 2} .1043493{col 37}{space 1}   95.55{col 46}{space 3}0.000{col 54}{space 4} 9.765684{col 67}{space 3} 10.17473
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6186

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5064801{col 26}{space 2} .0302411{col 37}{space 1}   16.75{col 46}{space 3}0.000{col 54}{space 4} .4472085{col 67}{space 3} .5657516
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2392732{col 26}{space 2} .0272342{col 37}{space 1}    8.79{col 46}{space 3}0.000{col 54}{space 4} .1858951{col 67}{space 3} .2926513
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.970205{col 26}{space 2}  .068283{col 37}{space 1}  146.01{col 46}{space 3}0.000{col 54}{space 4} 9.836372{col 67}{space 3} 10.10404
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  38351.70
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6186

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5064801{col 26}{space 2} .0071562{col 37}{space 1}   70.78{col 46}{space 3}0.000{col 54}{space 4} .4924542{col 67}{space 3} .5205059
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2392732{col 26}{space 2} .0167541{col 37}{space 1}   14.28{col 46}{space 3}0.000{col 54}{space 4} .2064359{col 67}{space 3} .2721105
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.970205{col 26}{space 2} .1024519{col 37}{space 1}   97.32{col 46}{space 3}0.000{col 54}{space 4} 9.769402{col 67}{space 3} 10.17101
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  22461.49
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6186

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5064801{col 26}{space 2}  .031402{col 37}{space 1}   16.13{col 46}{space 3}0.000{col 54}{space 4} .4449334{col 67}{space 3} .5680268
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2392732{col 26}{space 2}  .026812{col 37}{space 1}    8.92{col 46}{space 3}0.000{col 54}{space 4} .1867226{col 67}{space 3} .2918238
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.970205{col 26}{space 2} .0762565{col 37}{space 1}  130.75{col 46}{space 3}0.000{col 54}{space 4} 9.820745{col 67}{space 3} 10.11966
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,454 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(94 real changes made)
(95,174 real changes made)
(131,242 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3133

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4933276{col 26}{space 2} .0058823{col 37}{space 1}   83.87{col 46}{space 3}0.000{col 54}{space 4} .4817985{col 67}{space 3} .5048568
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1949213{col 26}{space 2} .0144836{col 37}{space 1}   13.46{col 46}{space 3}0.000{col 54}{space 4}  .166534{col 67}{space 3} .2233087
{txt}{space 9}itt {c |}{col 14}{res}{space 2}   10.037{col 26}{space 2} .0836539{col 37}{space 1}  119.98{col 46}{space 3}0.000{col 54}{space 4}  9.87304{col 67}{space 3} 10.20096
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3133

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4933276{col 26}{space 2}  .024266{col 37}{space 1}   20.33{col 46}{space 3}0.000{col 54}{space 4} .4457672{col 67}{space 3}  .540888
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1949213{col 26}{space 2} .0219231{col 37}{space 1}    8.89{col 46}{space 3}0.000{col 54}{space 4} .1519529{col 67}{space 3} .2378898
{txt}{space 9}itt {c |}{col 14}{res}{space 2}   10.037{col 26}{space 2} .0417638{col 37}{space 1}  240.33{col 46}{space 3}0.000{col 54}{space 4} 9.955143{col 67}{space 3} 10.11885
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  68097.66
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3133

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4933276{col 26}{space 2} .0056478{col 37}{space 1}   87.35{col 46}{space 3}0.000{col 54}{space 4} .4822581{col 67}{space 3} .5043971
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1949213{col 26}{space 2} .0147654{col 37}{space 1}   13.20{col 46}{space 3}0.000{col 54}{space 4} .1659817{col 67}{space 3} .2238609
{txt}{space 9}itt {c |}{col 14}{res}{space 2}   10.037{col 26}{space 2} .0685938{col 37}{space 1}  146.33{col 46}{space 3}0.000{col 54}{space 4} 9.902558{col 67}{space 3} 10.17144
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  97325.66
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3133

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4933276{col 26}{space 2} .0238392{col 37}{space 1}   20.69{col 46}{space 3}0.000{col 54}{space 4} .4466037{col 67}{space 3} .5400515
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1949213{col 26}{space 2} .0219882{col 37}{space 1}    8.86{col 46}{space 3}0.000{col 54}{space 4} .1518252{col 67}{space 3} .2380174
{txt}{space 9}itt {c |}{col 14}{res}{space 2}   10.037{col 26}{space 2} .0504424{col 37}{space 1}  198.98{col 46}{space 3}0.000{col 54}{space 4} 9.938134{col 67}{space 3} 10.13586
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,658 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(100 real changes made)
(94,512 real changes made)
(130,716 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5867

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5182586{col 26}{space 2} .0067032{col 37}{space 1}   77.32{col 46}{space 3}0.000{col 54}{space 4} .5051206{col 67}{space 3} .5313966
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2484176{col 26}{space 2} .0171251{col 37}{space 1}   14.51{col 46}{space 3}0.000{col 54}{space 4} .2148529{col 67}{space 3} .2819822
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07599{col 26}{space 2} .1046564{col 37}{space 1}   96.28{col 46}{space 3}0.000{col 54}{space 4} 9.870863{col 67}{space 3} 10.28111
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5867

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5182586{col 26}{space 2} .0281682{col 37}{space 1}   18.40{col 46}{space 3}0.000{col 54}{space 4} .4630499{col 67}{space 3} .5734673
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2484176{col 26}{space 2} .0293176{col 37}{space 1}    8.47{col 46}{space 3}0.000{col 54}{space 4} .1909561{col 67}{space 3}  .305879
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07599{col 26}{space 2} .0729384{col 37}{space 1}  138.14{col 46}{space 3}0.000{col 54}{space 4} 9.933029{col 67}{space 3} 10.21894
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  75092.14
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5867

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5182586{col 26}{space 2} .0073543{col 37}{space 1}   70.47{col 46}{space 3}0.000{col 54}{space 4} .5038445{col 67}{space 3} .5326727
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2484176{col 26}{space 2} .0179255{col 37}{space 1}   13.86{col 46}{space 3}0.000{col 54}{space 4} .2132842{col 67}{space 3} .2835509
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07599{col 26}{space 2} .1103069{col 37}{space 1}   91.35{col 46}{space 3}0.000{col 54}{space 4} 9.859788{col 67}{space 3} 10.29218
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  28375.85
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5867

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5182586{col 26}{space 2} .0325816{col 37}{space 1}   15.91{col 46}{space 3}0.000{col 54}{space 4} .4543999{col 67}{space 3} .5821173
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2484176{col 26}{space 2} .0275371{col 37}{space 1}    9.02{col 46}{space 3}0.000{col 54}{space 4} .1944458{col 67}{space 3} .3023893
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07599{col 26}{space 2} .0661989{col 37}{space 1}  152.21{col 46}{space 3}0.000{col 54}{space 4} 9.946238{col 67}{space 3} 10.20573
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,354 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(106 real changes made)
(120 real changes made)
(94,708 real changes made)
(130,430 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4684

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4895299{col 26}{space 2} .0067586{col 37}{space 1}   72.43{col 46}{space 3}0.000{col 54}{space 4} .4762833{col 67}{space 3} .5027765
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2015349{col 26}{space 2} .0159219{col 37}{space 1}   12.66{col 46}{space 3}0.000{col 54}{space 4} .1703285{col 67}{space 3} .2327413
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.989939{col 26}{space 2} .0928372{col 37}{space 1}  107.61{col 46}{space 3}0.000{col 54}{space 4} 9.807982{col 67}{space 3}  10.1719
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4684

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4895299{col 26}{space 2} .0282619{col 37}{space 1}   17.32{col 46}{space 3}0.000{col 54}{space 4} .4341376{col 67}{space 3} .5449223
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2015349{col 26}{space 2}  .028832{col 37}{space 1}    6.99{col 46}{space 3}0.000{col 54}{space 4} .1450251{col 67}{space 3} .2580446
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.989939{col 26}{space 2} .0641514{col 37}{space 1}  155.72{col 46}{space 3}0.000{col 54}{space 4} 9.864205{col 67}{space 3} 10.11567
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  74412.33
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4684

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4895299{col 26}{space 2} .0072691{col 37}{space 1}   67.34{col 46}{space 3}0.000{col 54}{space 4} .4752827{col 67}{space 3} .5037772
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2015349{col 26}{space 2} .0156811{col 37}{space 1}   12.85{col 46}{space 3}0.000{col 54}{space 4} .1708004{col 67}{space 3} .2322693
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.989939{col 26}{space 2} .0907983{col 37}{space 1}  110.02{col 46}{space 3}0.000{col 54}{space 4} 9.811978{col 67}{space 3}  10.1679
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  25121.91
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4684

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4895299{col 26}{space 2} .0264067{col 37}{space 1}   18.54{col 46}{space 3}0.000{col 54}{space 4} .4377737{col 67}{space 3} .5412862
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2015349{col 26}{space 2} .0225966{col 37}{space 1}    8.92{col 46}{space 3}0.000{col 54}{space 4} .1572463{col 67}{space 3} .2458234
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.989939{col 26}{space 2} .0634207{col 37}{space 1}  157.52{col 46}{space 3}0.000{col 54}{space 4} 9.865637{col 67}{space 3} 10.11424
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(172,926 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(114 real changes made)
(95,302 real changes made)
(132,170 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6348

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4914389{col 26}{space 2} .0070136{col 37}{space 1}   70.07{col 46}{space 3}0.000{col 54}{space 4} .4776925{col 67}{space 3} .5051853
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1777102{col 26}{space 2} .0179871{col 37}{space 1}    9.88{col 46}{space 3}0.000{col 54}{space 4} .1424562{col 67}{space 3} .2129643
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.934496{col 26}{space 2} .1020459{col 37}{space 1}   97.35{col 46}{space 3}0.000{col 54}{space 4}  9.73449{col 67}{space 3}  10.1345
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6348

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4914389{col 26}{space 2} .0301821{col 37}{space 1}   16.28{col 46}{space 3}0.000{col 54}{space 4} .4322831{col 67}{space 3} .5505947
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1777102{col 26}{space 2} .0249123{col 37}{space 1}    7.13{col 46}{space 3}0.000{col 54}{space 4}  .128883{col 67}{space 3} .2265375
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.934496{col 26}{space 2} .0634214{col 37}{space 1}  156.64{col 46}{space 3}0.000{col 54}{space 4} 9.810193{col 67}{space 3}  10.0588
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  61414.04
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6348

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4914389{col 26}{space 2} .0080813{col 37}{space 1}   60.81{col 46}{space 3}0.000{col 54}{space 4} .4755998{col 67}{space 3}  .507278
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1777102{col 26}{space 2} .0165445{col 37}{space 1}   10.74{col 46}{space 3}0.000{col 54}{space 4} .1452837{col 67}{space 3} .2101368
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.934496{col 26}{space 2} .0960288{col 37}{space 1}  103.45{col 46}{space 3}0.000{col 54}{space 4} 9.746283{col 67}{space 3} 10.12271
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  26284.48
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6348

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4914389{col 26}{space 2}  .030576{col 37}{space 1}   16.07{col 46}{space 3}0.000{col 54}{space 4} .4315111{col 67}{space 3} .5513667
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1777102{col 26}{space 2} .0232616{col 37}{space 1}    7.64{col 46}{space 3}0.000{col 54}{space 4} .1321184{col 67}{space 3} .2233021
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.934496{col 26}{space 2} .0700749{col 37}{space 1}  141.77{col 46}{space 3}0.000{col 54}{space 4} 9.797152{col 67}{space 3} 10.07184
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(157,334 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(94 real changes made)
(122 real changes made)
(95,064 real changes made)
(128,778 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9934

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5170827{col 26}{space 2} .0092314{col 37}{space 1}   56.01{col 46}{space 3}0.000{col 54}{space 4} .4989895{col 67}{space 3}  .535176
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2086887{col 26}{space 2} .0238943{col 37}{space 1}    8.73{col 46}{space 3}0.000{col 54}{space 4} .1618567{col 67}{space 3} .2555206
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981752{col 26}{space 2} .1305714{col 37}{space 1}   76.45{col 46}{space 3}0.000{col 54}{space 4} 9.725837{col 67}{space 3} 10.23767
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9934

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5170827{col 26}{space 2} .0403337{col 37}{space 1}   12.82{col 46}{space 3}0.000{col 54}{space 4} .4380302{col 67}{space 3} .5961353
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2086887{col 26}{space 2} .0379795{col 37}{space 1}    5.49{col 46}{space 3}0.000{col 54}{space 4} .1342502{col 67}{space 3} .2831272
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981752{col 26}{space 2} .0669252{col 37}{space 1}  149.15{col 46}{space 3}0.000{col 54}{space 4} 9.850581{col 67}{space 3} 10.11292
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  35124.39
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9934

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5170827{col 26}{space 2} .0089403{col 37}{space 1}   57.84{col 46}{space 3}0.000{col 54}{space 4} .4995601{col 67}{space 3} .5346054
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2086887{col 26}{space 2} .0190022{col 37}{space 1}   10.98{col 46}{space 3}0.000{col 54}{space 4} .1714451{col 67}{space 3} .2459323
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981752{col 26}{space 2} .1062077{col 37}{space 1}   93.98{col 46}{space 3}0.000{col 54}{space 4} 9.773589{col 67}{space 3} 10.18992
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  10306.67
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9934

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5170827{col 26}{space 2} .0457255{col 37}{space 1}   11.31{col 46}{space 3}0.000{col 54}{space 4} .4274625{col 67}{space 3}  .606703
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2086887{col 26}{space 2}  .037829{col 37}{space 1}    5.52{col 46}{space 3}0.000{col 54}{space 4} .1345451{col 67}{space 3} .2828322
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981752{col 26}{space 2} .0999714{col 37}{space 1}   99.85{col 46}{space 3}0.000{col 54}{space 4} 9.785812{col 67}{space 3} 10.17769
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,358 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(114 real changes made)
(94,946 real changes made)
(130,902 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6679

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4695094{col 26}{space 2} .0081343{col 37}{space 1}   57.72{col 46}{space 3}0.000{col 54}{space 4} .4535665{col 67}{space 3} .4854523
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .214882{col 26}{space 2} .0177995{col 37}{space 1}   12.07{col 46}{space 3}0.000{col 54}{space 4} .1799955{col 67}{space 3} .2497684
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00802{col 26}{space 2} .1089688{col 37}{space 1}   91.84{col 46}{space 3}0.000{col 54}{space 4} 9.794448{col 67}{space 3}  10.2216
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6679

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4695094{col 26}{space 2} .0350069{col 37}{space 1}   13.41{col 46}{space 3}0.000{col 54}{space 4} .4008972{col 67}{space 3} .5381216
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .214882{col 26}{space 2} .0297208{col 37}{space 1}    7.23{col 46}{space 3}0.000{col 54}{space 4} .1566302{col 67}{space 3} .2731338
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00802{col 26}{space 2} .0667427{col 37}{space 1}  149.95{col 46}{space 3}0.000{col 54}{space 4}  9.87721{col 67}{space 3} 10.13884
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  64361.69
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6679

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4695094{col 26}{space 2} .0087695{col 37}{space 1}   53.54{col 46}{space 3}0.000{col 54}{space 4} .4523214{col 67}{space 3} .4866974
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .214882{col 26}{space 2} .0200468{col 37}{space 1}   10.72{col 46}{space 3}0.000{col 54}{space 4}  .175591{col 67}{space 3} .2541729
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00802{col 26}{space 2} .1074258{col 37}{space 1}   93.16{col 46}{space 3}0.000{col 54}{space 4} 9.797473{col 67}{space 3} 10.21857
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  10643.93
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6679

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4695094{col 26}{space 2} .0334961{col 37}{space 1}   14.02{col 46}{space 3}0.000{col 54}{space 4} .4038583{col 67}{space 3} .5351605
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .214882{col 26}{space 2} .0291504{col 37}{space 1}    7.37{col 46}{space 3}0.000{col 54}{space 4} .1577483{col 67}{space 3} .2720157
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00802{col 26}{space 2} .1195526{col 37}{space 1}   83.71{col 46}{space 3}0.000{col 54}{space 4} 9.773705{col 67}{space 3} 10.24234
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,456 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(78 real changes made)
(102 real changes made)
(94,624 real changes made)
(129,442 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2557

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5244625{col 26}{space 2} .0053471{col 37}{space 1}   98.08{col 46}{space 3}0.000{col 54}{space 4} .5139823{col 67}{space 3} .5349426
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1910311{col 26}{space 2} .0127549{col 37}{space 1}   14.98{col 46}{space 3}0.000{col 54}{space 4} .1660319{col 67}{space 3} .2160302
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03248{col 26}{space 2}  .078834{col 37}{space 1}  127.26{col 46}{space 3}0.000{col 54}{space 4} 9.877972{col 67}{space 3}   10.187
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2557

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5244625{col 26}{space 2} .0216226{col 37}{space 1}   24.26{col 46}{space 3}0.000{col 54}{space 4} .4820829{col 67}{space 3}  .566842
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1910311{col 26}{space 2} .0227114{col 37}{space 1}    8.41{col 46}{space 3}0.000{col 54}{space 4} .1465175{col 67}{space 3} .2355446
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03248{col 26}{space 2} .0638778{col 37}{space 1}  157.06{col 46}{space 3}0.000{col 54}{space 4} 9.907286{col 67}{space 3} 10.15768
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  80215.24
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2557

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5244625{col 26}{space 2}  .006125{col 37}{space 1}   85.63{col 46}{space 3}0.000{col 54}{space 4} .5124578{col 67}{space 3} .5364672
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1910311{col 26}{space 2} .0131237{col 37}{space 1}   14.56{col 46}{space 3}0.000{col 54}{space 4} .1653092{col 67}{space 3}  .216753
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03248{col 26}{space 2} .0905396{col 37}{space 1}  110.81{col 46}{space 3}0.000{col 54}{space 4}  9.85503{col 67}{space 3} 10.20994
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  37014.71
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2557

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5244625{col 26}{space 2} .0205921{col 37}{space 1}   25.47{col 46}{space 3}0.000{col 54}{space 4} .4841026{col 67}{space 3} .5648223
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1910311{col 26}{space 2} .0216945{col 37}{space 1}    8.81{col 46}{space 3}0.000{col 54}{space 4} .1485105{col 67}{space 3} .2335516
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03248{col 26}{space 2} .0618826{col 37}{space 1}  162.12{col 46}{space 3}0.000{col 54}{space 4} 9.911196{col 67}{space 3} 10.15377
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(158,276 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(106 real changes made)
(94,682 real changes made)
(129,544 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6577

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4367626{col 26}{space 2} .0082586{col 37}{space 1}   52.89{col 46}{space 3}0.000{col 54}{space 4}  .420576{col 67}{space 3} .4529492
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1634571{col 26}{space 2} .0175915{col 37}{space 1}    9.29{col 46}{space 3}0.000{col 54}{space 4} .1289783{col 67}{space 3} .1979358
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.87893{col 26}{space 2} .1044432{col 37}{space 1}   94.59{col 46}{space 3}0.000{col 54}{space 4} 9.674225{col 67}{space 3} 10.08363
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6577

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4367626{col 26}{space 2} .0358872{col 37}{space 1}   12.17{col 46}{space 3}0.000{col 54}{space 4}  .366425{col 67}{space 3} .5071002
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1634571{col 26}{space 2} .0334618{col 37}{space 1}    4.88{col 46}{space 3}0.000{col 54}{space 4} .0978731{col 67}{space 3}  .229041
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.87893{col 26}{space 2} .0501981{col 37}{space 1}  196.80{col 46}{space 3}0.000{col 54}{space 4} 9.780543{col 67}{space 3} 9.977317
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  33293.67
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6577

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4367626{col 26}{space 2} .0085592{col 37}{space 1}   51.03{col 46}{space 3}0.000{col 54}{space 4} .4199869{col 67}{space 3} .4535383
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1634571{col 26}{space 2} .0177633{col 37}{space 1}    9.20{col 46}{space 3}0.000{col 54}{space 4} .1286416{col 67}{space 3} .1982725
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.87893{col 26}{space 2} .0976728{col 37}{space 1}  101.14{col 46}{space 3}0.000{col 54}{space 4} 9.687495{col 67}{space 3} 10.07037
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  27261.80
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6577

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4367626{col 26}{space 2} .0342246{col 37}{space 1}   12.76{col 46}{space 3}0.000{col 54}{space 4} .3696836{col 67}{space 3} .5038416
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1634571{col 26}{space 2} .0285925{col 37}{space 1}    5.72{col 46}{space 3}0.000{col 54}{space 4} .1074169{col 67}{space 3} .2194972
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.87893{col 26}{space 2} .0645166{col 37}{space 1}  153.12{col 46}{space 3}0.000{col 54}{space 4}  9.75248{col 67}{space 3} 10.00538
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,602 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(118 real changes made)
(94,182 real changes made)
(131,356 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5109

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5359817{col 26}{space 2} .0061011{col 37}{space 1}   87.85{col 46}{space 3}0.000{col 54}{space 4} .5240238{col 67}{space 3} .5479397
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2182231{col 26}{space 2} .0180615{col 37}{space 1}   12.08{col 46}{space 3}0.000{col 54}{space 4} .1828231{col 67}{space 3}  .253623
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0496{col 26}{space 2} .0957567{col 37}{space 1}  104.95{col 46}{space 3}0.000{col 54}{space 4} 9.861923{col 67}{space 3} 10.23728
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5109

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5359817{col 26}{space 2} .0262186{col 37}{space 1}   20.44{col 46}{space 3}0.000{col 54}{space 4} .4845943{col 67}{space 3} .5873692
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2182231{col 26}{space 2} .0234896{col 37}{space 1}    9.29{col 46}{space 3}0.000{col 54}{space 4} .1721842{col 67}{space 3} .2642619
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0496{col 26}{space 2} .0540966{col 37}{space 1}  185.77{col 46}{space 3}0.000{col 54}{space 4} 9.943576{col 67}{space 3} 10.15563
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  56291.10
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5109

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5359817{col 26}{space 2}  .005519{col 37}{space 1}   97.12{col 46}{space 3}0.000{col 54}{space 4} .5251646{col 67}{space 3} .5467988
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2182231{col 26}{space 2} .0158565{col 37}{space 1}   13.76{col 46}{space 3}0.000{col 54}{space 4} .1871448{col 67}{space 3} .2493013
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0496{col 26}{space 2} .0826696{col 37}{space 1}  121.56{col 46}{space 3}0.000{col 54}{space 4} 9.887574{col 67}{space 3} 10.21163
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  32222.01
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5109

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5359817{col 26}{space 2} .0302233{col 37}{space 1}   17.73{col 46}{space 3}0.000{col 54}{space 4} .4767452{col 67}{space 3} .5952183
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2182231{col 26}{space 2} .0262827{col 37}{space 1}    8.30{col 46}{space 3}0.000{col 54}{space 4} .1667099{col 67}{space 3} .2697363
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0496{col 26}{space 2} .0703552{col 37}{space 1}  142.84{col 46}{space 3}0.000{col 54}{space 4} 9.911709{col 67}{space 3}  10.1875
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(157,934 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(96 real changes made)
(122 real changes made)
(94,456 real changes made)
(128,954 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3532

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4870055{col 26}{space 2} .0060173{col 37}{space 1}   80.93{col 46}{space 3}0.000{col 54}{space 4} .4752119{col 67}{space 3} .4987992
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1696151{col 26}{space 2} .0159933{col 37}{space 1}   10.61{col 46}{space 3}0.000{col 54}{space 4} .1382689{col 67}{space 3} .2009613
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.933963{col 26}{space 2} .0843516{col 37}{space 1}  117.77{col 46}{space 3}0.000{col 54}{space 4} 9.768637{col 67}{space 3} 10.09929
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3532

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4870055{col 26}{space 2} .0243981{col 37}{space 1}   19.96{col 46}{space 3}0.000{col 54}{space 4} .4391861{col 67}{space 3}  .534825
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1696151{col 26}{space 2} .0277103{col 37}{space 1}    6.12{col 46}{space 3}0.000{col 54}{space 4} .1153039{col 67}{space 3} .2239263
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.933963{col 26}{space 2} .0607644{col 37}{space 1}  163.48{col 46}{space 3}0.000{col 54}{space 4} 9.814866{col 67}{space 3} 10.05306
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  63624.71
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3532

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4870055{col 26}{space 2} .0057243{col 37}{space 1}   85.08{col 46}{space 3}0.000{col 54}{space 4} .4757861{col 67}{space 3}  .498225
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1696151{col 26}{space 2} .0161403{col 37}{space 1}   10.51{col 46}{space 3}0.000{col 54}{space 4} .1379808{col 67}{space 3} .2012494
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.933963{col 26}{space 2}  .072664{col 37}{space 1}  136.71{col 46}{space 3}0.000{col 54}{space 4} 9.791544{col 67}{space 3} 10.07638
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  34805.74
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3532

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4870055{col 26}{space 2}   .01949{col 37}{space 1}   24.99{col 46}{space 3}0.000{col 54}{space 4} .4488058{col 67}{space 3} .5252053
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1696151{col 26}{space 2}  .026651{col 37}{space 1}    6.36{col 46}{space 3}0.000{col 54}{space 4} .1173801{col 67}{space 3} .2218501
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.933963{col 26}{space 2}  .057925{col 37}{space 1}  171.50{col 46}{space 3}0.000{col 54}{space 4} 9.820432{col 67}{space 3} 10.04749
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(158,676 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(110 real changes made)
(95,296 real changes made)
(129,302 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6998

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5003395{col 26}{space 2} .0079526{col 37}{space 1}   62.92{col 46}{space 3}0.000{col 54}{space 4} .4847527{col 67}{space 3} .5159263
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1389721{col 26}{space 2} .0172877{col 37}{space 1}    8.04{col 46}{space 3}0.000{col 54}{space 4} .1050888{col 67}{space 3} .1728554
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.912978{col 26}{space 2} .1048636{col 37}{space 1}   94.53{col 46}{space 3}0.000{col 54}{space 4} 9.707449{col 67}{space 3} 10.11851
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6998

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5003395{col 26}{space 2} .0389568{col 37}{space 1}   12.84{col 46}{space 3}0.000{col 54}{space 4} .4239857{col 67}{space 3} .5766934
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1389721{col 26}{space 2} .0315177{col 37}{space 1}    4.41{col 46}{space 3}0.000{col 54}{space 4} .0771985{col 67}{space 3} .2007456
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.912978{col 26}{space 2} .0809643{col 37}{space 1}  122.44{col 46}{space 3}0.000{col 54}{space 4} 9.754291{col 67}{space 3} 10.07166
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  45240.49
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6998

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5003395{col 26}{space 2} .0074848{col 37}{space 1}   66.85{col 46}{space 3}0.000{col 54}{space 4} .4856695{col 67}{space 3} .5150095
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1389721{col 26}{space 2} .0151079{col 37}{space 1}    9.20{col 46}{space 3}0.000{col 54}{space 4} .1093612{col 67}{space 3} .1685829
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.912978{col 26}{space 2} .1021479{col 37}{space 1}   97.05{col 46}{space 3}0.000{col 54}{space 4} 9.712772{col 67}{space 3} 10.11318
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  38395.36
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6998

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5003395{col 26}{space 2} .0411183{col 37}{space 1}   12.17{col 46}{space 3}0.000{col 54}{space 4} .4197492{col 67}{space 3} .5809298
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1389721{col 26}{space 2} .0289135{col 37}{space 1}    4.81{col 46}{space 3}0.000{col 54}{space 4} .0823027{col 67}{space 3} .1956414
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.912978{col 26}{space 2} .1024881{col 37}{space 1}   96.72{col 46}{space 3}0.000{col 54}{space 4} 9.712105{col 67}{space 3} 10.11385
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,160 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(76 real changes made)
(114 real changes made)
(95,736 real changes made)
(130,554 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.22

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4549159{col 26}{space 2} .0058136{col 37}{space 1}   78.25{col 46}{space 3}0.000{col 54}{space 4} .4435215{col 67}{space 3} .4663103
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1401422{col 26}{space 2} .0131123{col 37}{space 1}   10.69{col 46}{space 3}0.000{col 54}{space 4} .1144425{col 67}{space 3} .1658418
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.910043{col 26}{space 2} .0773692{col 37}{space 1}  128.09{col 46}{space 3}0.000{col 54}{space 4} 9.758402{col 67}{space 3} 10.06168
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.22

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4549159{col 26}{space 2} .0230087{col 37}{space 1}   19.77{col 46}{space 3}0.000{col 54}{space 4} .4098197{col 67}{space 3} .5000121
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1401422{col 26}{space 2} .0174418{col 37}{space 1}    8.03{col 46}{space 3}0.000{col 54}{space 4} .1059569{col 67}{space 3} .1743274
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.910043{col 26}{space 2} .0698221{col 37}{space 1}  141.93{col 46}{space 3}0.000{col 54}{space 4} 9.773194{col 67}{space 3} 10.04689
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  52574.25
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.22

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4549159{col 26}{space 2} .0051474{col 37}{space 1}   88.38{col 46}{space 3}0.000{col 54}{space 4} .4448272{col 67}{space 3} .4650046
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1401422{col 26}{space 2} .0140091{col 37}{space 1}   10.00{col 46}{space 3}0.000{col 54}{space 4} .1126848{col 67}{space 3} .1675995
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.910043{col 26}{space 2} .0753489{col 37}{space 1}  131.52{col 46}{space 3}0.000{col 54}{space 4} 9.762362{col 67}{space 3} 10.05772
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  23910.99
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.22

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4549159{col 26}{space 2} .0242142{col 37}{space 1}   18.79{col 46}{space 3}0.000{col 54}{space 4}  .407457{col 67}{space 3} .5023748
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1401422{col 26}{space 2} .0187588{col 37}{space 1}    7.47{col 46}{space 3}0.000{col 54}{space 4} .1033756{col 67}{space 3} .1769087
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.910043{col 26}{space 2} .0793967{col 37}{space 1}  124.82{col 46}{space 3}0.000{col 54}{space 4} 9.754429{col 67}{space 3} 10.06566
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,594 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(110 real changes made)
(95,390 real changes made)
(131,252 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.226

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4976224{col 26}{space 2} .0053819{col 37}{space 1}   92.46{col 46}{space 3}0.000{col 54}{space 4}  .487074{col 67}{space 3} .5081708
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1886769{col 26}{space 2}   .01306{col 37}{space 1}   14.45{col 46}{space 3}0.000{col 54}{space 4} .1630797{col 67}{space 3} .2142741
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999462{col 26}{space 2} .0782304{col 37}{space 1}  127.82{col 46}{space 3}0.000{col 54}{space 4} 9.846134{col 67}{space 3} 10.15279
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.226

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4976224{col 26}{space 2} .0213071{col 37}{space 1}   23.35{col 46}{space 3}0.000{col 54}{space 4} .4558613{col 67}{space 3} .5393835
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1886769{col 26}{space 2} .0201725{col 37}{space 1}    9.35{col 46}{space 3}0.000{col 54}{space 4} .1491396{col 67}{space 3} .2282142
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999462{col 26}{space 2} .0436674{col 37}{space 1}  228.99{col 46}{space 3}0.000{col 54}{space 4} 9.913876{col 67}{space 3} 10.08505
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  85874.08
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.226

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4976224{col 26}{space 2} .0043171{col 37}{space 1}  115.27{col 46}{space 3}0.000{col 54}{space 4}  .489161{col 67}{space 3} .5060838
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1886769{col 26}{space 2} .0133991{col 37}{space 1}   14.08{col 46}{space 3}0.000{col 54}{space 4} .1624152{col 67}{space 3} .2149386
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999462{col 26}{space 2} .0719269{col 37}{space 1}  139.02{col 46}{space 3}0.000{col 54}{space 4} 9.858488{col 67}{space 3} 10.14044
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  60991.86
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.226

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4976224{col 26}{space 2} .0253048{col 37}{space 1}   19.67{col 46}{space 3}0.000{col 54}{space 4} .4480259{col 67}{space 3} .5472189
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1886769{col 26}{space 2} .0203801{col 37}{space 1}    9.26{col 46}{space 3}0.000{col 54}{space 4} .1487326{col 67}{space 3} .2286212
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999462{col 26}{space 2} .0439898{col 37}{space 1}  227.31{col 46}{space 3}0.000{col 54}{space 4} 9.913244{col 67}{space 3} 10.08568
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,696 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(76 real changes made)
(132 real changes made)
(94,806 real changes made)
(130,482 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7114

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5057183{col 26}{space 2} .0072229{col 37}{space 1}   70.02{col 46}{space 3}0.000{col 54}{space 4} .4915617{col 67}{space 3} .5198748
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1883767{col 26}{space 2} .0201293{col 37}{space 1}    9.36{col 46}{space 3}0.000{col 54}{space 4}  .148924{col 67}{space 3} .2278294
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.968322{col 26}{space 2} .1082155{col 37}{space 1}   92.12{col 46}{space 3}0.000{col 54}{space 4} 9.756223{col 67}{space 3} 10.18042
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7114

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5057183{col 26}{space 2} .0311105{col 37}{space 1}   16.26{col 46}{space 3}0.000{col 54}{space 4} .4447428{col 67}{space 3} .5666937
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1883767{col 26}{space 2} .0417668{col 37}{space 1}    4.51{col 46}{space 3}0.000{col 54}{space 4} .1065153{col 67}{space 3} .2702382
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.968322{col 26}{space 2} .0983318{col 37}{space 1}  101.37{col 46}{space 3}0.000{col 54}{space 4} 9.775595{col 67}{space 3} 10.16105
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  40682.06
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7114

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5057183{col 26}{space 2} .0073906{col 37}{space 1}   68.43{col 46}{space 3}0.000{col 54}{space 4}  .491233{col 67}{space 3} .5202035
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1883767{col 26}{space 2} .0217063{col 37}{space 1}    8.68{col 46}{space 3}0.000{col 54}{space 4} .1458332{col 67}{space 3} .2309202
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.968322{col 26}{space 2} .1247805{col 37}{space 1}   79.89{col 46}{space 3}0.000{col 54}{space 4} 9.723756{col 67}{space 3} 10.21289
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  21093.67
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7114

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5057183{col 26}{space 2} .0310147{col 37}{space 1}   16.31{col 46}{space 3}0.000{col 54}{space 4} .4449305{col 67}{space 3}  .566506
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1883767{col 26}{space 2} .0437623{col 37}{space 1}    4.30{col 46}{space 3}0.000{col 54}{space 4} .1026042{col 67}{space 3} .2741493
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.968322{col 26}{space 2} .1117051{col 37}{space 1}   89.24{col 46}{space 3}0.000{col 54}{space 4} 9.749383{col 67}{space 3} 10.18726
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,664 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(104 real changes made)
(110 real changes made)
(95,480 real changes made)
(130,782 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7092

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5025531{col 26}{space 2} .0068495{col 37}{space 1}   73.37{col 46}{space 3}0.000{col 54}{space 4} .4891284{col 67}{space 3} .5159778
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1812982{col 26}{space 2} .0179948{col 37}{space 1}   10.08{col 46}{space 3}0.000{col 54}{space 4}  .146029{col 67}{space 3} .2165674
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999671{col 26}{space 2} .1077979{col 37}{space 1}   92.76{col 46}{space 3}0.000{col 54}{space 4} 9.788391{col 67}{space 3} 10.21095
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7092

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5025531{col 26}{space 2} .0276709{col 37}{space 1}   18.16{col 46}{space 3}0.000{col 54}{space 4} .4483191{col 67}{space 3} .5567871
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1812982{col 26}{space 2} .0335787{col 37}{space 1}    5.40{col 46}{space 3}0.000{col 54}{space 4} .1154851{col 67}{space 3} .2471112
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999671{col 26}{space 2} .0959172{col 37}{space 1}  104.25{col 46}{space 3}0.000{col 54}{space 4} 9.811677{col 67}{space 3} 10.18767
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  49467.80
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7092

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5025531{col 26}{space 2} .0065552{col 37}{space 1}   76.66{col 46}{space 3}0.000{col 54}{space 4} .4897052{col 67}{space 3}  .515401
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1812982{col 26}{space 2} .0180935{col 37}{space 1}   10.02{col 46}{space 3}0.000{col 54}{space 4} .1458356{col 67}{space 3} .2167607
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999671{col 26}{space 2} .0958846{col 37}{space 1}  104.29{col 46}{space 3}0.000{col 54}{space 4} 9.811741{col 67}{space 3}  10.1876
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  31588.83
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7092

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5025531{col 26}{space 2} .0248102{col 37}{space 1}   20.26{col 46}{space 3}0.000{col 54}{space 4} .4539259{col 67}{space 3} .5511803
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1812982{col 26}{space 2} .0299708{col 37}{space 1}    6.05{col 46}{space 3}0.000{col 54}{space 4} .1225566{col 67}{space 3} .2400398
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999671{col 26}{space 2} .1141413{col 37}{space 1}   87.61{col 46}{space 3}0.000{col 54}{space 4} 9.775958{col 67}{space 3} 10.22338
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,464 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(74 real changes made)
(122 real changes made)
(94,708 real changes made)
(130,696 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4995

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5469342{col 26}{space 2} .0057645{col 37}{space 1}   94.88{col 46}{space 3}0.000{col 54}{space 4} .5356359{col 67}{space 3} .5582325
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2043576{col 26}{space 2} .0162516{col 37}{space 1}   12.57{col 46}{space 3}0.000{col 54}{space 4} .1725049{col 67}{space 3} .2362102
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06353{col 26}{space 2} .0972068{col 37}{space 1}  103.53{col 46}{space 3}0.000{col 54}{space 4} 9.873012{col 67}{space 3} 10.25406
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4995

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5469342{col 26}{space 2}  .023139{col 37}{space 1}   23.64{col 46}{space 3}0.000{col 54}{space 4} .5015826{col 67}{space 3} .5922858
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2043576{col 26}{space 2} .0359491{col 37}{space 1}    5.68{col 46}{space 3}0.000{col 54}{space 4} .1338987{col 67}{space 3} .2748164
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06353{col 26}{space 2} .0759948{col 37}{space 1}  132.42{col 46}{space 3}0.000{col 54}{space 4} 9.914587{col 67}{space 3} 10.21248
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  49509.80
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4995

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5469342{col 26}{space 2} .0062587{col 37}{space 1}   87.39{col 46}{space 3}0.000{col 54}{space 4} .5346674{col 67}{space 3}  .559201
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2043576{col 26}{space 2}  .016486{col 37}{space 1}   12.40{col 46}{space 3}0.000{col 54}{space 4} .1720455{col 67}{space 3} .2366696
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06353{col 26}{space 2} .1050278{col 37}{space 1}   95.82{col 46}{space 3}0.000{col 54}{space 4} 9.857683{col 67}{space 3} 10.26938
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  34770.41
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4995

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5469342{col 26}{space 2} .0209548{col 37}{space 1}   26.10{col 46}{space 3}0.000{col 54}{space 4} .5058635{col 67}{space 3} .5880049
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2043576{col 26}{space 2} .0347867{col 37}{space 1}    5.87{col 46}{space 3}0.000{col 54}{space 4} .1361769{col 67}{space 3} .2725383
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06353{col 26}{space 2} .0768709{col 37}{space 1}  130.91{col 46}{space 3}0.000{col 54}{space 4}  9.91287{col 67}{space 3}  10.2142
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,696 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(94 real changes made)
(124 real changes made)
(95,272 real changes made)
(130,770 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.514

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4956363{col 26}{space 2} .0064865{col 37}{space 1}   76.41{col 46}{space 3}0.000{col 54}{space 4} .4829231{col 67}{space 3} .5083495
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2264833{col 26}{space 2} .0144526{col 37}{space 1}   15.67{col 46}{space 3}0.000{col 54}{space 4} .1981569{col 67}{space 3} .2548098
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01358{col 26}{space 2}  .096449{col 37}{space 1}  103.82{col 46}{space 3}0.000{col 54}{space 4}  9.82454{col 67}{space 3} 10.20261
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.514

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4956363{col 26}{space 2} .0279389{col 37}{space 1}   17.74{col 46}{space 3}0.000{col 54}{space 4}  .440877{col 67}{space 3} .5503956
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2264833{col 26}{space 2} .0253183{col 37}{space 1}    8.95{col 46}{space 3}0.000{col 54}{space 4} .1768603{col 67}{space 3} .2761064
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01358{col 26}{space 2} .0586909{col 37}{space 1}  170.62{col 46}{space 3}0.000{col 54}{space 4} 9.898545{col 67}{space 3} 10.12861
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  61812.16
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.514

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4956363{col 26}{space 2} .0070273{col 37}{space 1}   70.53{col 46}{space 3}0.000{col 54}{space 4} .4818631{col 67}{space 3} .5094095
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2264833{col 26}{space 2} .0164443{col 37}{space 1}   13.77{col 46}{space 3}0.000{col 54}{space 4}  .194253{col 67}{space 3} .2587137
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01358{col 26}{space 2}  .091734{col 37}{space 1}  109.16{col 46}{space 3}0.000{col 54}{space 4} 9.833781{col 67}{space 3} 10.19337
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  23585.84
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.514

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4956363{col 26}{space 2} .0284218{col 37}{space 1}   17.44{col 46}{space 3}0.000{col 54}{space 4} .4399306{col 67}{space 3}  .551342
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2264833{col 26}{space 2} .0235791{col 37}{space 1}    9.61{col 46}{space 3}0.000{col 54}{space 4} .1802692{col 67}{space 3} .2726975
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01358{col 26}{space 2} .0728051{col 37}{space 1}  137.54{col 46}{space 3}0.000{col 54}{space 4} 9.870881{col 67}{space 3} 10.15627
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,578 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(66 real changes made)
(116 real changes made)
(95,540 real changes made)
(131,606 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.2425

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4820425{col 26}{space 2} .0100443{col 37}{space 1}   47.99{col 46}{space 3}0.000{col 54}{space 4} .4623561{col 67}{space 3} .5017289
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2194046{col 26}{space 2}  .025187{col 37}{space 1}    8.71{col 46}{space 3}0.000{col 54}{space 4} .1700389{col 67}{space 3} .2687703
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02548{col 26}{space 2} .1415751{col 37}{space 1}   70.81{col 46}{space 3}0.000{col 54}{space 4}    9.748{col 67}{space 3} 10.30296
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.2425

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4820425{col 26}{space 2} .0449866{col 37}{space 1}   10.72{col 46}{space 3}0.000{col 54}{space 4} .3938704{col 67}{space 3} .5702146
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2194046{col 26}{space 2} .0511117{col 37}{space 1}    4.29{col 46}{space 3}0.000{col 54}{space 4} .1192276{col 67}{space 3} .3195817
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02548{col 26}{space 2} .0650583{col 37}{space 1}  154.10{col 46}{space 3}0.000{col 54}{space 4} 9.897971{col 67}{space 3} 10.15299
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  30021.05
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.2425

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4820425{col 26}{space 2} .0096463{col 37}{space 1}   49.97{col 46}{space 3}0.000{col 54}{space 4} .4631361{col 67}{space 3} .5009489
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2194046{col 26}{space 2} .0268373{col 37}{space 1}    8.18{col 46}{space 3}0.000{col 54}{space 4} .1668045{col 67}{space 3} .2720047
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02548{col 26}{space 2} .1168908{col 37}{space 1}   85.77{col 46}{space 3}0.000{col 54}{space 4} 9.796381{col 67}{space 3} 10.25458
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  17138.05
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.2425

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4820425{col 26}{space 2} .0342777{col 37}{space 1}   14.06{col 46}{space 3}0.000{col 54}{space 4} .4148594{col 67}{space 3} .5492256
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2194046{col 26}{space 2} .0439875{col 37}{space 1}    4.99{col 46}{space 3}0.000{col 54}{space 4} .1331907{col 67}{space 3} .3056185
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02548{col 26}{space 2} .0799434{col 37}{space 1}  125.41{col 46}{space 3}0.000{col 54}{space 4} 9.868796{col 67}{space 3} 10.18217
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,936 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(122 real changes made)
(95,384 real changes made)
(130,564 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3705

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5271932{col 26}{space 2} .0058319{col 37}{space 1}   90.40{col 46}{space 3}0.000{col 54}{space 4} .5157629{col 67}{space 3} .5386236
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .174961{col 26}{space 2} .0168188{col 37}{space 1}   10.40{col 46}{space 3}0.000{col 54}{space 4} .1419966{col 67}{space 3} .2079253
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.942092{col 26}{space 2} .0890871{col 37}{space 1}  111.60{col 46}{space 3}0.000{col 54}{space 4} 9.767485{col 67}{space 3}  10.1167
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3705

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5271932{col 26}{space 2} .0226537{col 37}{space 1}   23.27{col 46}{space 3}0.000{col 54}{space 4} .4827927{col 67}{space 3} .5715937
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .174961{col 26}{space 2}  .031261{col 37}{space 1}    5.60{col 46}{space 3}0.000{col 54}{space 4} .1136905{col 67}{space 3} .2362314
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.942092{col 26}{space 2} .0766876{col 37}{space 1}  129.64{col 46}{space 3}0.000{col 54}{space 4} 9.791787{col 67}{space 3}  10.0924
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  56914.06
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3705

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5271932{col 26}{space 2} .0050351{col 37}{space 1}  104.70{col 46}{space 3}0.000{col 54}{space 4} .5173246{col 67}{space 3} .5370618
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .174961{col 26}{space 2} .0141174{col 37}{space 1}   12.39{col 46}{space 3}0.000{col 54}{space 4} .1472913{col 67}{space 3} .2026306
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.942092{col 26}{space 2} .0894997{col 37}{space 1}  111.09{col 46}{space 3}0.000{col 54}{space 4} 9.766676{col 67}{space 3} 10.11751
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  29620.84
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3705

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5271932{col 26}{space 2} .0244557{col 37}{space 1}   21.56{col 46}{space 3}0.000{col 54}{space 4} .4792609{col 67}{space 3} .5751255
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .174961{col 26}{space 2}  .032556{col 37}{space 1}    5.37{col 46}{space 3}0.000{col 54}{space 4} .1111524{col 67}{space 3} .2387695
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.942092{col 26}{space 2} .1010757{col 37}{space 1}   98.36{col 46}{space 3}0.000{col 54}{space 4} 9.743987{col 67}{space 3}  10.1402
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,588 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(110 real changes made)
(93,684 real changes made)
(130,870 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.328

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5168151{col 26}{space 2}  .005346{col 37}{space 1}   96.67{col 46}{space 3}0.000{col 54}{space 4} .5063371{col 67}{space 3} .5272931
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1785569{col 26}{space 2} .0137914{col 37}{space 1}   12.95{col 46}{space 3}0.000{col 54}{space 4} .1515264{col 67}{space 3} .2055875
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.840319{col 26}{space 2} .0862042{col 37}{space 1}  114.15{col 46}{space 3}0.000{col 54}{space 4} 9.671361{col 67}{space 3} 10.00928
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.328

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5168151{col 26}{space 2} .0181296{col 37}{space 1}   28.51{col 46}{space 3}0.000{col 54}{space 4} .4812817{col 67}{space 3} .5523485
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1785569{col 26}{space 2} .0361292{col 37}{space 1}    4.94{col 46}{space 3}0.000{col 54}{space 4}  .107745{col 67}{space 3} .2493688
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.840319{col 26}{space 2} .0941539{col 37}{space 1}  104.51{col 46}{space 3}0.000{col 54}{space 4}  9.65578{col 67}{space 3} 10.02486
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  93609.23
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.328

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5168151{col 26}{space 2} .0047218{col 37}{space 1}  109.45{col 46}{space 3}0.000{col 54}{space 4} .5075605{col 67}{space 3} .5260697
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1785569{col 26}{space 2} .0144938{col 37}{space 1}   12.32{col 46}{space 3}0.000{col 54}{space 4} .1501496{col 67}{space 3} .2069643
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.840319{col 26}{space 2} .0921178{col 37}{space 1}  106.82{col 46}{space 3}0.000{col 54}{space 4} 9.659771{col 67}{space 3} 10.02087
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  28736.04
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.328

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5168151{col 26}{space 2} .0168635{col 37}{space 1}   30.65{col 46}{space 3}0.000{col 54}{space 4} .4837632{col 67}{space 3}  .549867
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1785569{col 26}{space 2} .0304564{col 37}{space 1}    5.86{col 46}{space 3}0.000{col 54}{space 4} .1188635{col 67}{space 3} .2382504
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.840319{col 26}{space 2}  .130764{col 37}{space 1}   75.25{col 46}{space 3}0.000{col 54}{space 4} 9.584026{col 67}{space 3} 10.09661
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,198 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(64 real changes made)
(116 real changes made)
(94,974 real changes made)
(131,094 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6687

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5027106{col 26}{space 2} .0073512{col 37}{space 1}   68.39{col 46}{space 3}0.000{col 54}{space 4} .4883026{col 67}{space 3} .5171186
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1867333{col 26}{space 2} .0199035{col 37}{space 1}    9.38{col 46}{space 3}0.000{col 54}{space 4}  .147723{col 67}{space 3} .2257435
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.795736{col 26}{space 2} .1039358{col 37}{space 1}   94.25{col 46}{space 3}0.000{col 54}{space 4} 9.592025{col 67}{space 3} 9.999446
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6687

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5027106{col 26}{space 2}  .031105{col 37}{space 1}   16.16{col 46}{space 3}0.000{col 54}{space 4} .4417459{col 67}{space 3} .5636753
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1867333{col 26}{space 2} .0253783{col 37}{space 1}    7.36{col 46}{space 3}0.000{col 54}{space 4} .1369926{col 67}{space 3} .2364739
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.795736{col 26}{space 2} .0549911{col 37}{space 1}  178.13{col 46}{space 3}0.000{col 54}{space 4} 9.687955{col 67}{space 3} 9.903516
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  32336.71
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6687

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5027106{col 26}{space 2} .0085779{col 37}{space 1}   58.61{col 46}{space 3}0.000{col 54}{space 4} .4858982{col 67}{space 3} .5195231
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1867333{col 26}{space 2} .0196851{col 37}{space 1}    9.49{col 46}{space 3}0.000{col 54}{space 4} .1481511{col 67}{space 3} .2253154
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.795736{col 26}{space 2} .1245292{col 37}{space 1}   78.66{col 46}{space 3}0.000{col 54}{space 4} 9.551663{col 67}{space 3} 10.03981
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  21833.65
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6687

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5027106{col 26}{space 2}  .033985{col 37}{space 1}   14.79{col 46}{space 3}0.000{col 54}{space 4} .4361012{col 67}{space 3} .5693201
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1867333{col 26}{space 2} .0299809{col 37}{space 1}    6.23{col 46}{space 3}0.000{col 54}{space 4} .1279718{col 67}{space 3} .2454947
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.795736{col 26}{space 2} .0668838{col 37}{space 1}  146.46{col 46}{space 3}0.000{col 54}{space 4} 9.664646{col 67}{space 3} 9.926826
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,270 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(124 real changes made)
(94,700 real changes made)
(130,416 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.258

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4906297{col 26}{space 2} .0055311{col 37}{space 1}   88.70{col 46}{space 3}0.000{col 54}{space 4}  .479789{col 67}{space 3} .5014704
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1802993{col 26}{space 2} .0137761{col 37}{space 1}   13.09{col 46}{space 3}0.000{col 54}{space 4} .1532988{col 67}{space 3} .2072999
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.94109{col 26}{space 2} .0811733{col 37}{space 1}  122.47{col 46}{space 3}0.000{col 54}{space 4} 9.781993{col 67}{space 3} 10.10019
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.258

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4906297{col 26}{space 2} .0210316{col 37}{space 1}   23.33{col 46}{space 3}0.000{col 54}{space 4} .4494086{col 67}{space 3} .5318508
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1802993{col 26}{space 2} .0244345{col 37}{space 1}    7.38{col 46}{space 3}0.000{col 54}{space 4} .1324086{col 67}{space 3} .2281901
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.94109{col 26}{space 2} .0632987{col 37}{space 1}  157.05{col 46}{space 3}0.000{col 54}{space 4} 9.817027{col 67}{space 3} 10.06515
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  54195.04
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.258

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4906297{col 26}{space 2} .0045432{col 37}{space 1}  107.99{col 46}{space 3}0.000{col 54}{space 4} .4817251{col 67}{space 3} .4995342
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1802993{col 26}{space 2} .0152984{col 37}{space 1}   11.79{col 46}{space 3}0.000{col 54}{space 4} .1503151{col 67}{space 3} .2102836
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.94109{col 26}{space 2} .0848196{col 37}{space 1}  117.20{col 46}{space 3}0.000{col 54}{space 4} 9.774847{col 67}{space 3} 10.10733
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  45352.76
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.258

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4906297{col 26}{space 2} .0168348{col 37}{space 1}   29.14{col 46}{space 3}0.000{col 54}{space 4}  .457634{col 67}{space 3} .5236253
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1802993{col 26}{space 2} .0196979{col 37}{space 1}    9.15{col 46}{space 3}0.000{col 54}{space 4} .1416922{col 67}{space 3} .2189065
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.94109{col 26}{space 2} .0540234{col 37}{space 1}  184.01{col 46}{space 3}0.000{col 54}{space 4} 9.835206{col 67}{space 3} 10.04697
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,968 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(112 real changes made)
(94,814 real changes made)
(130,898 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3113

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5111677{col 26}{space 2} .0054596{col 37}{space 1}   93.63{col 46}{space 3}0.000{col 54}{space 4}  .500467{col 67}{space 3} .5218685
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2066555{col 26}{space 2} .0142355{col 37}{space 1}   14.52{col 46}{space 3}0.000{col 54}{space 4} .1787544{col 67}{space 3} .2345566
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05175{col 26}{space 2} .0818641{col 37}{space 1}  122.79{col 46}{space 3}0.000{col 54}{space 4} 9.891298{col 67}{space 3}  10.2122
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3113

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5111677{col 26}{space 2} .0226545{col 37}{space 1}   22.56{col 46}{space 3}0.000{col 54}{space 4} .4667657{col 67}{space 3} .5555698
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2066555{col 26}{space 2} .0215083{col 37}{space 1}    9.61{col 46}{space 3}0.000{col 54}{space 4} .1645001{col 67}{space 3} .2488109
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05175{col 26}{space 2} .0734692{col 37}{space 1}  136.82{col 46}{space 3}0.000{col 54}{space 4} 9.907752{col 67}{space 3} 10.19575
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  69845.62
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3113

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5111677{col 26}{space 2}  .005236{col 37}{space 1}   97.63{col 46}{space 3}0.000{col 54}{space 4} .5009053{col 67}{space 3} .5214301
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2066555{col 26}{space 2} .0136926{col 37}{space 1}   15.09{col 46}{space 3}0.000{col 54}{space 4} .1798185{col 67}{space 3} .2334924
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05175{col 26}{space 2} .0856121{col 37}{space 1}  117.41{col 46}{space 3}0.000{col 54}{space 4} 9.883952{col 67}{space 3} 10.21955
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  37683.80
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3113

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5111677{col 26}{space 2} .0231918{col 37}{space 1}   22.04{col 46}{space 3}0.000{col 54}{space 4} .4657126{col 67}{space 3} .5566229
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2066555{col 26}{space 2}  .023416{col 37}{space 1}    8.83{col 46}{space 3}0.000{col 54}{space 4}  .160761{col 67}{space 3} .2525499
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05175{col 26}{space 2} .0765602{col 37}{space 1}  131.29{col 46}{space 3}0.000{col 54}{space 4} 9.901694{col 67}{space 3}  10.2018
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,024 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(100 real changes made)
(110 real changes made)
(94,714 real changes made)
(129,660 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6047

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5156175{col 26}{space 2} .0074855{col 37}{space 1}   68.88{col 46}{space 3}0.000{col 54}{space 4} .5009461{col 67}{space 3} .5302888
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1453882{col 26}{space 2} .0150685{col 37}{space 1}    9.65{col 46}{space 3}0.000{col 54}{space 4} .1158545{col 67}{space 3} .1749218
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.729702{col 26}{space 2} .0990035{col 37}{space 1}   98.28{col 46}{space 3}0.000{col 54}{space 4} 9.535659{col 67}{space 3} 9.923746
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6047

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5156175{col 26}{space 2} .0378627{col 37}{space 1}   13.62{col 46}{space 3}0.000{col 54}{space 4}  .441408{col 67}{space 3}  .589827
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1453882{col 26}{space 2} .0254946{col 37}{space 1}    5.70{col 46}{space 3}0.000{col 54}{space 4} .0954197{col 67}{space 3} .1953567
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.729702{col 26}{space 2} .1237549{col 37}{space 1}   78.62{col 46}{space 3}0.000{col 54}{space 4} 9.487147{col 67}{space 3} 9.972258
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  41096.51
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6047

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5156175{col 26}{space 2} .0071582{col 37}{space 1}   72.03{col 46}{space 3}0.000{col 54}{space 4} .5015876{col 67}{space 3} .5296473
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1453882{col 26}{space 2}   .01471{col 37}{space 1}    9.88{col 46}{space 3}0.000{col 54}{space 4}  .116557{col 67}{space 3} .1742193
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.729702{col 26}{space 2} .0941681{col 37}{space 1}  103.32{col 46}{space 3}0.000{col 54}{space 4} 9.545136{col 67}{space 3} 9.914268
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  19739.07
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6047

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5156175{col 26}{space 2}  .042357{col 37}{space 1}   12.17{col 46}{space 3}0.000{col 54}{space 4} .4325993{col 67}{space 3} .5986356
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1453882{col 26}{space 2} .0232191{col 37}{space 1}    6.26{col 46}{space 3}0.000{col 54}{space 4} .0998796{col 67}{space 3} .1908968
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.729702{col 26}{space 2} .1657704{col 37}{space 1}   58.69{col 46}{space 3}0.000{col 54}{space 4} 9.404798{col 67}{space 3} 10.05461
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,642 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(106 real changes made)
(94,380 real changes made)
(129,498 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4145

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5240126{col 26}{space 2} .0059691{col 37}{space 1}   87.79{col 46}{space 3}0.000{col 54}{space 4} .5123134{col 67}{space 3} .5357117
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2328333{col 26}{space 2} .0147418{col 37}{space 1}   15.79{col 46}{space 3}0.000{col 54}{space 4} .2039399{col 67}{space 3} .2617268
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.989278{col 26}{space 2} .0896422{col 37}{space 1}  111.44{col 46}{space 3}0.000{col 54}{space 4} 9.813582{col 67}{space 3} 10.16497
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4145

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5240126{col 26}{space 2} .0247173{col 37}{space 1}   21.20{col 46}{space 3}0.000{col 54}{space 4} .4755675{col 67}{space 3} .5724577
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2328333{col 26}{space 2} .0236653{col 37}{space 1}    9.84{col 46}{space 3}0.000{col 54}{space 4} .1864502{col 67}{space 3} .2792165
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.989278{col 26}{space 2} .0588393{col 37}{space 1}  169.77{col 46}{space 3}0.000{col 54}{space 4} 9.873955{col 67}{space 3}  10.1046
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  63195.85
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4145

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5240126{col 26}{space 2} .0058694{col 37}{space 1}   89.28{col 46}{space 3}0.000{col 54}{space 4} .5125088{col 67}{space 3} .5355163
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2328333{col 26}{space 2} .0165602{col 37}{space 1}   14.06{col 46}{space 3}0.000{col 54}{space 4} .2003759{col 67}{space 3} .2652908
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.989278{col 26}{space 2} .0854334{col 37}{space 1}  116.92{col 46}{space 3}0.000{col 54}{space 4} 9.821832{col 67}{space 3} 10.15672
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  22112.96
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4145

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5240126{col 26}{space 2} .0243085{col 37}{space 1}   21.56{col 46}{space 3}0.000{col 54}{space 4} .4763687{col 67}{space 3} .5716564
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2328333{col 26}{space 2} .0207749{col 37}{space 1}   11.21{col 46}{space 3}0.000{col 54}{space 4} .1921152{col 67}{space 3} .2735515
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.989278{col 26}{space 2} .0830656{col 37}{space 1}  120.26{col 46}{space 3}0.000{col 54}{space 4} 9.826472{col 67}{space 3} 10.15208
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,674 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(68 real changes made)
(114 real changes made)
(95,440 real changes made)
(130,620 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.18

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5234837{col 26}{space 2} .0045493{col 37}{space 1}  115.07{col 46}{space 3}0.000{col 54}{space 4} .5145672{col 67}{space 3} .5324002
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1989236{col 26}{space 2} .0135658{col 37}{space 1}   14.66{col 46}{space 3}0.000{col 54}{space 4} .1723352{col 67}{space 3}  .225512
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.917364{col 26}{space 2} .0726924{col 37}{space 1}  136.43{col 46}{space 3}0.000{col 54}{space 4}  9.77489{col 67}{space 3} 10.05984
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.18

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5234837{col 26}{space 2}  .016135{col 37}{space 1}   32.44{col 46}{space 3}0.000{col 54}{space 4} .4918596{col 67}{space 3} .5551077
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1989236{col 26}{space 2}  .022256{col 37}{space 1}    8.94{col 46}{space 3}0.000{col 54}{space 4} .1553026{col 67}{space 3} .2425445
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.917364{col 26}{space 2} .0670484{col 37}{space 1}  147.91{col 46}{space 3}0.000{col 54}{space 4} 9.785952{col 67}{space 3} 10.04878
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 119100.17
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.18

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5234837{col 26}{space 2} .0046614{col 37}{space 1}  112.30{col 46}{space 3}0.000{col 54}{space 4} .5143475{col 67}{space 3} .5326199
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1989236{col 26}{space 2} .0128805{col 37}{space 1}   15.44{col 46}{space 3}0.000{col 54}{space 4} .1736783{col 67}{space 3} .2241689
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.917364{col 26}{space 2} .0826736{col 37}{space 1}  119.96{col 46}{space 3}0.000{col 54}{space 4} 9.755327{col 67}{space 3}  10.0794
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  49120.17
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.18

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5234837{col 26}{space 2} .0184824{col 37}{space 1}   28.32{col 46}{space 3}0.000{col 54}{space 4} .4872588{col 67}{space 3} .5597086
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1989236{col 26}{space 2} .0232312{col 37}{space 1}    8.56{col 46}{space 3}0.000{col 54}{space 4} .1533913{col 67}{space 3} .2444558
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.917364{col 26}{space 2} .0685008{col 37}{space 1}  144.78{col 46}{space 3}0.000{col 54}{space 4} 9.783105{col 67}{space 3} 10.05162
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,928 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(94 real changes made)
(95,062 real changes made)
(130,496 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5421

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4965004{col 26}{space 2} .0069773{col 37}{space 1}   71.16{col 46}{space 3}0.000{col 54}{space 4} .4828252{col 67}{space 3} .5101757
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2224567{col 26}{space 2}  .016398{col 37}{space 1}   13.57{col 46}{space 3}0.000{col 54}{space 4} .1903172{col 67}{space 3} .2545962
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.992003{col 26}{space 2} .0965313{col 37}{space 1}  103.51{col 46}{space 3}0.000{col 54}{space 4} 9.802805{col 67}{space 3}  10.1812
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5421

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4965004{col 26}{space 2} .0307488{col 37}{space 1}   16.15{col 46}{space 3}0.000{col 54}{space 4} .4362338{col 67}{space 3} .5567671
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2224567{col 26}{space 2} .0304701{col 37}{space 1}    7.30{col 46}{space 3}0.000{col 54}{space 4} .1627365{col 67}{space 3} .2821769
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.992003{col 26}{space 2} .0511974{col 37}{space 1}  195.17{col 46}{space 3}0.000{col 54}{space 4} 9.891658{col 67}{space 3} 10.09235
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  31968.05
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5421

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4965004{col 26}{space 2} .0069109{col 37}{space 1}   71.84{col 46}{space 3}0.000{col 54}{space 4} .4829554{col 67}{space 3} .5100455
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2224567{col 26}{space 2} .0193462{col 37}{space 1}   11.50{col 46}{space 3}0.000{col 54}{space 4} .1845388{col 67}{space 3} .2603746
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.992003{col 26}{space 2} .1083138{col 37}{space 1}   92.25{col 46}{space 3}0.000{col 54}{space 4} 9.779712{col 67}{space 3} 10.20429
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  20887.98
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5421

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4965004{col 26}{space 2} .0301352{col 37}{space 1}   16.48{col 46}{space 3}0.000{col 54}{space 4} .4374365{col 67}{space 3} .5555644
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2224567{col 26}{space 2}  .030669{col 37}{space 1}    7.25{col 46}{space 3}0.000{col 54}{space 4} .1623466{col 67}{space 3} .2825668
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.992003{col 26}{space 2} .0754941{col 37}{space 1}  132.35{col 46}{space 3}0.000{col 54}{space 4} 9.844037{col 67}{space 3} 10.13997
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,846 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(96 real changes made)
(104 real changes made)
(94,980 real changes made)
(130,066 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.0649

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4378275{col 26}{space 2} .0103884{col 37}{space 1}   42.15{col 46}{space 3}0.000{col 54}{space 4} .4174666{col 67}{space 3} .4581883
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1538607{col 26}{space 2} .0223791{col 37}{space 1}    6.88{col 46}{space 3}0.000{col 54}{space 4} .1099984{col 67}{space 3}  .197723
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.840239{col 26}{space 2} .1286841{col 37}{space 1}   76.47{col 46}{space 3}0.000{col 54}{space 4} 9.588023{col 67}{space 3} 10.09246
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.0649

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4378275{col 26}{space 2} .0482976{col 37}{space 1}    9.07{col 46}{space 3}0.000{col 54}{space 4} .3431659{col 67}{space 3}  .532489
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1538607{col 26}{space 2} .0332001{col 37}{space 1}    4.63{col 46}{space 3}0.000{col 54}{space 4} .0887898{col 67}{space 3} .2189316
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.840239{col 26}{space 2} .0822206{col 37}{space 1}  119.68{col 46}{space 3}0.000{col 54}{space 4}  9.67909{col 67}{space 3} 10.00139
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  23232.48
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.0649

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4378275{col 26}{space 2} .0113484{col 37}{space 1}   38.58{col 46}{space 3}0.000{col 54}{space 4} .4155849{col 67}{space 3}   .46007
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1538607{col 26}{space 2} .0178717{col 37}{space 1}    8.61{col 46}{space 3}0.000{col 54}{space 4} .1188328{col 67}{space 3} .1888886
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.840239{col 26}{space 2} .1309071{col 37}{space 1}   75.17{col 46}{space 3}0.000{col 54}{space 4} 9.583666{col 67}{space 3} 10.09681
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  14416.39
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.0649

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4378275{col 26}{space 2} .0558945{col 37}{space 1}    7.83{col 46}{space 3}0.000{col 54}{space 4} .3282762{col 67}{space 3} .5473787
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1538607{col 26}{space 2} .0355628{col 37}{space 1}    4.33{col 46}{space 3}0.000{col 54}{space 4} .0841588{col 67}{space 3} .2235626
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.840239{col 26}{space 2} .1047082{col 37}{space 1}   93.98{col 46}{space 3}0.000{col 54}{space 4} 9.635015{col 67}{space 3} 10.04546
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,252 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(96 real changes made)
(110 real changes made)
(94,822 real changes made)
(129,050 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6256

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4866252{col 26}{space 2} .0072341{col 37}{space 1}   67.27{col 46}{space 3}0.000{col 54}{space 4} .4724466{col 67}{space 3} .5008039
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2075024{col 26}{space 2} .0188004{col 37}{space 1}   11.04{col 46}{space 3}0.000{col 54}{space 4} .1706543{col 67}{space 3} .2443505
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.967093{col 26}{space 2} .1024146{col 37}{space 1}   97.32{col 46}{space 3}0.000{col 54}{space 4} 9.766364{col 67}{space 3} 10.16782
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6256

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4866252{col 26}{space 2} .0293188{col 37}{space 1}   16.60{col 46}{space 3}0.000{col 54}{space 4} .4291615{col 67}{space 3}  .544089
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2075024{col 26}{space 2} .0368834{col 37}{space 1}    5.63{col 46}{space 3}0.000{col 54}{space 4} .1352122{col 67}{space 3} .2797926
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.967093{col 26}{space 2} .0639288{col 37}{space 1}  155.91{col 46}{space 3}0.000{col 54}{space 4} 9.841795{col 67}{space 3} 10.09239
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  51414.33
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6256

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4866252{col 26}{space 2} .0084815{col 37}{space 1}   57.37{col 46}{space 3}0.000{col 54}{space 4} .4700018{col 67}{space 3} .5032487
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2075024{col 26}{space 2} .0177531{col 37}{space 1}   11.69{col 46}{space 3}0.000{col 54}{space 4} .1727069{col 67}{space 3} .2422979
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.967093{col 26}{space 2} .0989207{col 37}{space 1}  100.76{col 46}{space 3}0.000{col 54}{space 4} 9.773212{col 67}{space 3} 10.16097
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  14194.78
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6256

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4866252{col 26}{space 2} .0305593{col 37}{space 1}   15.92{col 46}{space 3}0.000{col 54}{space 4} .4267301{col 67}{space 3} .5465204
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2075024{col 26}{space 2} .0350939{col 37}{space 1}    5.91{col 46}{space 3}0.000{col 54}{space 4} .1387196{col 67}{space 3} .2762853
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.967093{col 26}{space 2} .0838471{col 37}{space 1}  118.87{col 46}{space 3}0.000{col 54}{space 4} 9.802756{col 67}{space 3} 10.13143
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(160,472 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(106 real changes made)
(118 real changes made)
(94,886 real changes made)
(129,612 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5285

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5410776{col 26}{space 2} .0062166{col 37}{space 1}   87.04{col 46}{space 3}0.000{col 54}{space 4} .5288933{col 67}{space 3} .5532618
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2175044{col 26}{space 2} .0176772{col 37}{space 1}   12.30{col 46}{space 3}0.000{col 54}{space 4} .1828578{col 67}{space 3} .2521511
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07174{col 26}{space 2} .0981456{col 37}{space 1}  102.62{col 46}{space 3}0.000{col 54}{space 4} 9.879376{col 67}{space 3}  10.2641
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5285

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5410776{col 26}{space 2} .0272407{col 37}{space 1}   19.86{col 46}{space 3}0.000{col 54}{space 4} .4876867{col 67}{space 3} .5944684
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2175044{col 26}{space 2} .0261443{col 37}{space 1}    8.32{col 46}{space 3}0.000{col 54}{space 4} .1662625{col 67}{space 3} .2687464
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07174{col 26}{space 2} .0717907{col 37}{space 1}  140.29{col 46}{space 3}0.000{col 54}{space 4}  9.93103{col 67}{space 3} 10.21244
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  59299.81
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5285

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5410776{col 26}{space 2} .0052843{col 37}{space 1}  102.39{col 46}{space 3}0.000{col 54}{space 4} .5307205{col 67}{space 3} .5514347
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2175044{col 26}{space 2} .0187636{col 37}{space 1}   11.59{col 46}{space 3}0.000{col 54}{space 4} .1807284{col 67}{space 3} .2542805
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07174{col 26}{space 2} .0858769{col 37}{space 1}  117.28{col 46}{space 3}0.000{col 54}{space 4} 9.903422{col 67}{space 3} 10.24005
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  45222.36
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5285

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5410776{col 26}{space 2} .0270811{col 37}{space 1}   19.98{col 46}{space 3}0.000{col 54}{space 4} .4879996{col 67}{space 3} .5941555
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2175044{col 26}{space 2} .0278373{col 37}{space 1}    7.81{col 46}{space 3}0.000{col 54}{space 4} .1629443{col 67}{space 3} .2720646
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07174{col 26}{space 2} .0879294{col 37}{space 1}  114.54{col 46}{space 3}0.000{col 54}{space 4} 9.899399{col 67}{space 3} 10.24408
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,530 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(72 real changes made)
(108 real changes made)
(94,754 real changes made)
(130,966 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7337

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5171246{col 26}{space 2} .0073021{col 37}{space 1}   70.82{col 46}{space 3}0.000{col 54}{space 4} .5028128{col 67}{space 3} .5314364
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1938423{col 26}{space 2} .0178243{col 37}{space 1}   10.88{col 46}{space 3}0.000{col 54}{space 4} .1589072{col 67}{space 3} .2287773
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.940207{col 26}{space 2} .1108378{col 37}{space 1}   89.68{col 46}{space 3}0.000{col 54}{space 4} 9.722969{col 67}{space 3} 10.15745
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7337

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5171246{col 26}{space 2} .0316044{col 37}{space 1}   16.36{col 46}{space 3}0.000{col 54}{space 4} .4551811{col 67}{space 3} .5790681
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1938423{col 26}{space 2} .0263727{col 37}{space 1}    7.35{col 46}{space 3}0.000{col 54}{space 4} .1421527{col 67}{space 3} .2455318
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.940207{col 26}{space 2} .0745604{col 37}{space 1}  133.32{col 46}{space 3}0.000{col 54}{space 4} 9.794072{col 67}{space 3} 10.08634
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  47901.07
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7337

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5171246{col 26}{space 2} .0070307{col 37}{space 1}   73.55{col 46}{space 3}0.000{col 54}{space 4} .5033447{col 67}{space 3} .5309045
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1938423{col 26}{space 2} .0217621{col 37}{space 1}    8.91{col 46}{space 3}0.000{col 54}{space 4} .1511893{col 67}{space 3} .2364952
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.940207{col 26}{space 2} .0861963{col 37}{space 1}  115.32{col 46}{space 3}0.000{col 54}{space 4} 9.771266{col 67}{space 3} 10.10915
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  37299.36
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7337

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5171246{col 26}{space 2} .0319759{col 37}{space 1}   16.17{col 46}{space 3}0.000{col 54}{space 4}  .454453{col 67}{space 3} .5797962
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1938423{col 26}{space 2} .0245634{col 37}{space 1}    7.89{col 46}{space 3}0.000{col 54}{space 4} .1456989{col 67}{space 3} .2419856
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.940207{col 26}{space 2} .0756047{col 37}{space 1}  131.48{col 46}{space 3}0.000{col 54}{space 4} 9.792025{col 67}{space 3} 10.08839
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,766 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(68 real changes made)
(118 real changes made)
(95,482 real changes made)
(131,774 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2308

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5160431{col 26}{space 2} .0051391{col 37}{space 1}  100.42{col 46}{space 3}0.000{col 54}{space 4} .5059706{col 67}{space 3} .5261155
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1927776{col 26}{space 2} .0131473{col 37}{space 1}   14.66{col 46}{space 3}0.000{col 54}{space 4} .1670093{col 67}{space 3} .2185459
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.938968{col 26}{space 2} .0766107{col 37}{space 1}  129.73{col 46}{space 3}0.000{col 54}{space 4} 9.788814{col 67}{space 3} 10.08912
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2308

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5160431{col 26}{space 2} .0213064{col 37}{space 1}   24.22{col 46}{space 3}0.000{col 54}{space 4} .4742833{col 67}{space 3} .5578028
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1927776{col 26}{space 2} .0147778{col 37}{space 1}   13.05{col 46}{space 3}0.000{col 54}{space 4} .1638136{col 67}{space 3} .2217415
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.938968{col 26}{space 2} .0586782{col 37}{space 1}  169.38{col 46}{space 3}0.000{col 54}{space 4} 9.823961{col 67}{space 3} 10.05398
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  74780.93
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2308

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5160431{col 26}{space 2} .0051453{col 37}{space 1}  100.29{col 46}{space 3}0.000{col 54}{space 4} .5059585{col 67}{space 3} .5261276
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1927776{col 26}{space 2} .0141801{col 37}{space 1}   13.59{col 46}{space 3}0.000{col 54}{space 4}  .164985{col 67}{space 3} .2205701
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.938968{col 26}{space 2} .0833261{col 37}{space 1}  119.28{col 46}{space 3}0.000{col 54}{space 4} 9.775652{col 67}{space 3} 10.10228
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  38355.99
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2308

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5160431{col 26}{space 2} .0210544{col 37}{space 1}   24.51{col 46}{space 3}0.000{col 54}{space 4} .4747771{col 67}{space 3}  .557309
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1927776{col 26}{space 2} .0140702{col 37}{space 1}   13.70{col 46}{space 3}0.000{col 54}{space 4} .1652004{col 67}{space 3} .2203547
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.938968{col 26}{space 2} .0649755{col 37}{space 1}  152.96{col 46}{space 3}0.000{col 54}{space 4} 9.811619{col 67}{space 3} 10.06632
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(155,940 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(124 real changes made)
(94,810 real changes made)
(128,986 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6851

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4989556{col 26}{space 2} .0077542{col 37}{space 1}   64.35{col 46}{space 3}0.000{col 54}{space 4} .4837577{col 67}{space 3} .5141535
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2119821{col 26}{space 2} .0199311{col 37}{space 1}   10.64{col 46}{space 3}0.000{col 54}{space 4} .1729179{col 67}{space 3} .2510464
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.906946{col 26}{space 2} .1061848{col 37}{space 1}   93.30{col 46}{space 3}0.000{col 54}{space 4} 9.698827{col 67}{space 3} 10.11506
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6851

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4989556{col 26}{space 2} .0360245{col 37}{space 1}   13.85{col 46}{space 3}0.000{col 54}{space 4} .4283489{col 67}{space 3} .5695623
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2119821{col 26}{space 2} .0299054{col 37}{space 1}    7.09{col 46}{space 3}0.000{col 54}{space 4} .1533686{col 67}{space 3} .2705957
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.906946{col 26}{space 2} .0637693{col 37}{space 1}  155.36{col 46}{space 3}0.000{col 54}{space 4}  9.78196{col 67}{space 3} 10.03193
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  51066.56
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6851

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4989556{col 26}{space 2} .0073668{col 37}{space 1}   67.73{col 46}{space 3}0.000{col 54}{space 4} .4845169{col 67}{space 3} .5133943
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2119821{col 26}{space 2} .0202661{col 37}{space 1}   10.46{col 46}{space 3}0.000{col 54}{space 4} .1722612{col 67}{space 3} .2517031
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.906946{col 26}{space 2} .0983249{col 37}{space 1}  100.76{col 46}{space 3}0.000{col 54}{space 4} 9.714232{col 67}{space 3} 10.09966
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  39135.32
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6851

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4989556{col 26}{space 2} .0408184{col 37}{space 1}   12.22{col 46}{space 3}0.000{col 54}{space 4} .4189531{col 67}{space 3} .5789581
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2119821{col 26}{space 2} .0305529{col 37}{space 1}    6.94{col 46}{space 3}0.000{col 54}{space 4} .1520995{col 67}{space 3} .2718648
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.906946{col 26}{space 2} .0775135{col 37}{space 1}  127.81{col 46}{space 3}0.000{col 54}{space 4} 9.755022{col 67}{space 3} 10.05887
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(160,254 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(74 real changes made)
(128 real changes made)
(94,998 real changes made)
(129,898 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5791

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4963763{col 26}{space 2} .0066866{col 37}{space 1}   74.23{col 46}{space 3}0.000{col 54}{space 4} .4832709{col 67}{space 3} .5094818
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1659878{col 26}{space 2} .0172412{col 37}{space 1}    9.63{col 46}{space 3}0.000{col 54}{space 4} .1321956{col 67}{space 3}   .19978
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.939898{col 26}{space 2}  .099055{col 37}{space 1}  100.35{col 46}{space 3}0.000{col 54}{space 4} 9.745753{col 67}{space 3} 10.13404
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5791

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4963763{col 26}{space 2} .0280831{col 37}{space 1}   17.68{col 46}{space 3}0.000{col 54}{space 4} .4413345{col 67}{space 3} .5514182
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1659878{col 26}{space 2} .0327427{col 37}{space 1}    5.07{col 46}{space 3}0.000{col 54}{space 4} .1018132{col 67}{space 3} .2301624
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.939898{col 26}{space 2} .0576469{col 37}{space 1}  172.43{col 46}{space 3}0.000{col 54}{space 4} 9.826912{col 67}{space 3} 10.05288
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  42605.65
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5791

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4963763{col 26}{space 2} .0067463{col 37}{space 1}   73.58{col 46}{space 3}0.000{col 54}{space 4} .4831538{col 67}{space 3} .5095989
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1659878{col 26}{space 2} .0157658{col 37}{space 1}   10.53{col 46}{space 3}0.000{col 54}{space 4} .1350873{col 67}{space 3} .1968882
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.939898{col 26}{space 2} .1058897{col 37}{space 1}   93.87{col 46}{space 3}0.000{col 54}{space 4} 9.732357{col 67}{space 3} 10.14744
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  30344.09
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5791

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4963763{col 26}{space 2} .0256665{col 37}{space 1}   19.34{col 46}{space 3}0.000{col 54}{space 4}  .446071{col 67}{space 3} .5466817
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1659878{col 26}{space 2} .0281503{col 37}{space 1}    5.90{col 46}{space 3}0.000{col 54}{space 4} .1108141{col 67}{space 3} .2211614
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.939898{col 26}{space 2} .0814777{col 37}{space 1}  122.00{col 46}{space 3}0.000{col 54}{space 4} 9.780204{col 67}{space 3} 10.09959
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,296 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(114 real changes made)
(94,690 real changes made)
(130,188 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7045

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4764119{col 26}{space 2} .0069444{col 37}{space 1}   68.60{col 46}{space 3}0.000{col 54}{space 4}  .462801{col 67}{space 3} .4900227
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1638111{col 26}{space 2} .0174185{col 37}{space 1}    9.40{col 46}{space 3}0.000{col 54}{space 4} .1296714{col 67}{space 3} .1979507
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.90689{col 26}{space 2} .1106401{col 37}{space 1}   89.54{col 46}{space 3}0.000{col 54}{space 4}  9.69004{col 67}{space 3} 10.12374
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7045

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4764119{col 26}{space 2}  .024865{col 37}{space 1}   19.16{col 46}{space 3}0.000{col 54}{space 4} .4276774{col 67}{space 3} .5251463
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1638111{col 26}{space 2}  .049685{col 37}{space 1}    3.30{col 46}{space 3}0.001{col 54}{space 4} .0664302{col 67}{space 3}  .261192
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.90689{col 26}{space 2} .1545403{col 37}{space 1}   64.11{col 46}{space 3}0.000{col 54}{space 4} 9.603997{col 67}{space 3} 10.20978
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  42448.00
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7045

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4764119{col 26}{space 2} .0065641{col 37}{space 1}   72.58{col 46}{space 3}0.000{col 54}{space 4} .4635465{col 67}{space 3} .4892772
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1638111{col 26}{space 2} .0135111{col 37}{space 1}   12.12{col 46}{space 3}0.000{col 54}{space 4} .1373299{col 67}{space 3} .1902923
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.90689{col 26}{space 2} .0981949{col 37}{space 1}  100.89{col 46}{space 3}0.000{col 54}{space 4} 9.714432{col 67}{space 3} 10.09935
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}   8826.69
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7045

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4764119{col 26}{space 2} .0229641{col 37}{space 1}   20.75{col 46}{space 3}0.000{col 54}{space 4} .4314031{col 67}{space 3} .5214206
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1638111{col 26}{space 2} .0432635{col 37}{space 1}    3.79{col 46}{space 3}0.000{col 54}{space 4} .0790161{col 67}{space 3} .2486061
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.90689{col 26}{space 2} .1817205{col 37}{space 1}   54.52{col 46}{space 3}0.000{col 54}{space 4} 9.550725{col 67}{space 3} 10.26306
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(153,060 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(76 real changes made)
(122 real changes made)
(95,210 real changes made)
(127,878 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4665

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4832004{col 26}{space 2} .0070637{col 37}{space 1}   68.41{col 46}{space 3}0.000{col 54}{space 4} .4693557{col 67}{space 3}  .497045
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2001123{col 26}{space 2} .0161272{col 37}{space 1}   12.41{col 46}{space 3}0.000{col 54}{space 4} .1685037{col 67}{space 3}  .231721
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02382{col 26}{space 2} .0934605{col 37}{space 1}  107.25{col 46}{space 3}0.000{col 54}{space 4} 9.840645{col 67}{space 3}   10.207
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4665

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4832004{col 26}{space 2} .0329926{col 37}{space 1}   14.65{col 46}{space 3}0.000{col 54}{space 4} .4185361{col 67}{space 3} .5478647
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2001123{col 26}{space 2} .0171959{col 37}{space 1}   11.64{col 46}{space 3}0.000{col 54}{space 4}  .166409{col 67}{space 3} .2338157
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02382{col 26}{space 2} .0607686{col 37}{space 1}  164.95{col 46}{space 3}0.000{col 54}{space 4}  9.90472{col 67}{space 3} 10.14293
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  49181.96
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4665

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4832004{col 26}{space 2} .0068237{col 37}{space 1}   70.81{col 46}{space 3}0.000{col 54}{space 4} .4698261{col 67}{space 3} .4965746
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2001123{col 26}{space 2}   .01386{col 37}{space 1}   14.44{col 46}{space 3}0.000{col 54}{space 4} .1729471{col 67}{space 3} .2272775
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02382{col 26}{space 2} .0923558{col 37}{space 1}  108.53{col 46}{space 3}0.000{col 54}{space 4}  9.84281{col 67}{space 3} 10.20484
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  30473.97
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4665

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4832004{col 26}{space 2} .0354917{col 37}{space 1}   13.61{col 46}{space 3}0.000{col 54}{space 4} .4136379{col 67}{space 3} .5527629
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2001123{col 26}{space 2} .0184599{col 37}{space 1}   10.84{col 46}{space 3}0.000{col 54}{space 4} .1639316{col 67}{space 3} .2362931
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02382{col 26}{space 2} .0601871{col 37}{space 1}  166.54{col 46}{space 3}0.000{col 54}{space 4} 9.905859{col 67}{space 3} 10.14179
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,068 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(126 real changes made)
(94,386 real changes made)
(130,316 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8792

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5188704{col 26}{space 2} .0076862{col 37}{space 1}   67.51{col 46}{space 3}0.000{col 54}{space 4} .5038056{col 67}{space 3} .5339352
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1846955{col 26}{space 2} .0229624{col 37}{space 1}    8.04{col 46}{space 3}0.000{col 54}{space 4}   .13969{col 67}{space 3}  .229701
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.825476{col 26}{space 2} .1175131{col 37}{space 1}   83.61{col 46}{space 3}0.000{col 54}{space 4} 9.595155{col 67}{space 3}  10.0558
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8792

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5188704{col 26}{space 2} .0313095{col 37}{space 1}   16.57{col 46}{space 3}0.000{col 54}{space 4} .4575048{col 67}{space 3}  .580236
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1846955{col 26}{space 2} .0561118{col 37}{space 1}    3.29{col 46}{space 3}0.001{col 54}{space 4} .0747184{col 67}{space 3} .2946727
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.825476{col 26}{space 2} .1447901{col 37}{space 1}   67.86{col 46}{space 3}0.000{col 54}{space 4} 9.541693{col 67}{space 3} 10.10926
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  39199.67
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8792

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5188704{col 26}{space 2} .0074101{col 37}{space 1}   70.02{col 46}{space 3}0.000{col 54}{space 4} .5043468{col 67}{space 3}  .533394
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1846955{col 26}{space 2} .0196803{col 37}{space 1}    9.38{col 46}{space 3}0.000{col 54}{space 4} .1461229{col 67}{space 3} .2232681
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.825476{col 26}{space 2}  .118415{col 37}{space 1}   82.97{col 46}{space 3}0.000{col 54}{space 4} 9.593387{col 67}{space 3} 10.05757
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}   8812.62
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8792

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5188704{col 26}{space 2} .0287808{col 37}{space 1}   18.03{col 46}{space 3}0.000{col 54}{space 4}  .462461{col 67}{space 3} .5752798
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1846955{col 26}{space 2} .0541879{col 37}{space 1}    3.41{col 46}{space 3}0.001{col 54}{space 4} .0784892{col 67}{space 3} .2909019
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.825476{col 26}{space 2} .2064267{col 37}{space 1}   47.60{col 46}{space 3}0.000{col 54}{space 4} 9.420887{col 67}{space 3} 10.23007
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,186 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(76 real changes made)
(106 real changes made)
(94,582 real changes made)
(130,106 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3317

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5170441{col 26}{space 2} .0051935{col 37}{space 1}   99.56{col 46}{space 3}0.000{col 54}{space 4} .5068649{col 67}{space 3} .5272232
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1895729{col 26}{space 2} .0153719{col 37}{space 1}   12.33{col 46}{space 3}0.000{col 54}{space 4} .1594445{col 67}{space 3} .2197014
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04685{col 26}{space 2} .0820158{col 37}{space 1}  122.50{col 46}{space 3}0.000{col 54}{space 4} 9.886103{col 67}{space 3}  10.2076
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3317

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5170441{col 26}{space 2} .0206699{col 37}{space 1}   25.01{col 46}{space 3}0.000{col 54}{space 4} .4765318{col 67}{space 3} .5575563
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1895729{col 26}{space 2} .0259605{col 37}{space 1}    7.30{col 46}{space 3}0.000{col 54}{space 4} .1386913{col 67}{space 3} .2404546
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04685{col 26}{space 2} .0696922{col 37}{space 1}  144.16{col 46}{space 3}0.000{col 54}{space 4} 9.910257{col 67}{space 3} 10.18345
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  75691.62
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3317

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5170441{col 26}{space 2} .0051649{col 37}{space 1}  100.11{col 46}{space 3}0.000{col 54}{space 4} .5069211{col 67}{space 3}  .527167
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1895729{col 26}{space 2}  .013457{col 37}{space 1}   14.09{col 46}{space 3}0.000{col 54}{space 4} .1631977{col 67}{space 3} .2159482
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04685{col 26}{space 2} .0778375{col 37}{space 1}  129.07{col 46}{space 3}0.000{col 54}{space 4} 9.894292{col 67}{space 3} 10.19941
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  70348.39
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3317

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5170441{col 26}{space 2} .0225775{col 37}{space 1}   22.90{col 46}{space 3}0.000{col 54}{space 4}  .472793{col 67}{space 3} .5612951
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1895729{col 26}{space 2} .0244369{col 37}{space 1}    7.76{col 46}{space 3}0.000{col 54}{space 4} .1416774{col 67}{space 3} .2374685
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04685{col 26}{space 2} .0759866{col 37}{space 1}  132.22{col 46}{space 3}0.000{col 54}{space 4}  9.89792{col 67}{space 3} 10.19578
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,846 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(94 real changes made)
(122 real changes made)
(95,504 real changes made)
(131,116 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8243

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4605029{col 26}{space 2} .0087798{col 37}{space 1}   52.45{col 46}{space 3}0.000{col 54}{space 4} .4432948{col 67}{space 3} .4777111
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .0928315{col 26}{space 2} .0194895{col 37}{space 1}    4.76{col 46}{space 3}0.000{col 54}{space 4} .0546328{col 67}{space 3} .1310301
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.702478{col 26}{space 2} .1141443{col 37}{space 1}   85.00{col 46}{space 3}0.000{col 54}{space 4} 9.478759{col 67}{space 3} 9.926197
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8243

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4605029{col 26}{space 2} .0391428{col 37}{space 1}   11.76{col 46}{space 3}0.000{col 54}{space 4} .3837845{col 67}{space 3} .5372214
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .0928315{col 26}{space 2}  .037383{col 37}{space 1}    2.48{col 46}{space 3}0.013{col 54}{space 4} .0195622{col 67}{space 3} .1661008
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.702478{col 26}{space 2} .1166103{col 37}{space 1}   83.20{col 46}{space 3}0.000{col 54}{space 4} 9.473926{col 67}{space 3}  9.93103
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  36059.18
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8243

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4605029{col 26}{space 2} .0080746{col 37}{space 1}   57.03{col 46}{space 3}0.000{col 54}{space 4} .4446771{col 67}{space 3} .4763288
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .0928315{col 26}{space 2} .0214635{col 37}{space 1}    4.33{col 46}{space 3}0.000{col 54}{space 4} .0507638{col 67}{space 3} .1348992
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.702478{col 26}{space 2} .1139617{col 37}{space 1}   85.14{col 46}{space 3}0.000{col 54}{space 4} 9.479117{col 67}{space 3} 9.925839
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  29584.40
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8243

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4605029{col 26}{space 2}  .032499{col 37}{space 1}   14.17{col 46}{space 3}0.000{col 54}{space 4} .3968061{col 67}{space 3} .5241998
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .0928315{col 26}{space 2} .0266539{col 37}{space 1}    3.48{col 46}{space 3}0.000{col 54}{space 4} .0405907{col 67}{space 3} .1450722
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.702478{col 26}{space 2} .1346527{col 37}{space 1}   72.06{col 46}{space 3}0.000{col 54}{space 4} 9.438564{col 67}{space 3} 9.966392
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(170,622 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(104 real changes made)
(130 real changes made)
(95,486 real changes made)
(131,478 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4911

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .554528{col 26}{space 2} .0055701{col 37}{space 1}   99.56{col 46}{space 3}0.000{col 54}{space 4} .5436108{col 67}{space 3} .5654451
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2151673{col 26}{space 2} .0175243{col 37}{space 1}   12.28{col 46}{space 3}0.000{col 54}{space 4} .1808204{col 67}{space 3} .2495142
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03119{col 26}{space 2} .0910242{col 37}{space 1}  110.20{col 46}{space 3}0.000{col 54}{space 4} 9.852784{col 67}{space 3} 10.20959
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4911

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .554528{col 26}{space 2} .0243782{col 37}{space 1}   22.75{col 46}{space 3}0.000{col 54}{space 4} .5067476{col 67}{space 3} .6023084
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2151673{col 26}{space 2} .0242117{col 37}{space 1}    8.89{col 46}{space 3}0.000{col 54}{space 4} .1677132{col 67}{space 3} .2626214
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03119{col 26}{space 2} .0704124{col 37}{space 1}  142.46{col 46}{space 3}0.000{col 54}{space 4} 9.893183{col 67}{space 3} 10.16919
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  81350.32
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4911

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .554528{col 26}{space 2} .0055754{col 37}{space 1}   99.46{col 46}{space 3}0.000{col 54}{space 4} .5436004{col 67}{space 3} .5654555
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2151673{col 26}{space 2} .0174282{col 37}{space 1}   12.35{col 46}{space 3}0.000{col 54}{space 4} .1810086{col 67}{space 3}  .249326
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03119{col 26}{space 2} .1047379{col 37}{space 1}   95.77{col 46}{space 3}0.000{col 54}{space 4} 9.825906{col 67}{space 3} 10.23647
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  20344.27
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4911

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .554528{col 26}{space 2} .0206452{col 37}{space 1}   26.86{col 46}{space 3}0.000{col 54}{space 4} .5140641{col 67}{space 3} .5949918
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2151673{col 26}{space 2} .0243701{col 37}{space 1}    8.83{col 46}{space 3}0.000{col 54}{space 4} .1674028{col 67}{space 3} .2629318
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03119{col 26}{space 2} .0835014{col 37}{space 1}  120.13{col 46}{space 3}0.000{col 54}{space 4} 9.867529{col 67}{space 3} 10.19485
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(157,808 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(102 real changes made)
(106 real changes made)
(94,542 real changes made)
(129,182 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5172

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4749544{col 26}{space 2} .0070055{col 37}{space 1}   67.80{col 46}{space 3}0.000{col 54}{space 4}  .461224{col 67}{space 3} .4886849
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1972357{col 26}{space 2} .0182182{col 37}{space 1}   10.83{col 46}{space 3}0.000{col 54}{space 4} .1615287{col 67}{space 3} .2329427
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0323{col 26}{space 2} .0960199{col 37}{space 1}  104.48{col 46}{space 3}0.000{col 54}{space 4} 9.844101{col 67}{space 3} 10.22049
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5172

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4749544{col 26}{space 2} .0293016{col 37}{space 1}   16.21{col 46}{space 3}0.000{col 54}{space 4} .4175244{col 67}{space 3} .5323845
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1972357{col 26}{space 2} .0261204{col 37}{space 1}    7.55{col 46}{space 3}0.000{col 54}{space 4} .1460406{col 67}{space 3} .2484308
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0323{col 26}{space 2} .0565787{col 37}{space 1}  177.32{col 46}{space 3}0.000{col 54}{space 4} 9.921404{col 67}{space 3} 10.14319
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  48629.63
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5172

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4749544{col 26}{space 2} .0061173{col 37}{space 1}   77.64{col 46}{space 3}0.000{col 54}{space 4} .4629647{col 67}{space 3} .4869442
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1972357{col 26}{space 2} .0181445{col 37}{space 1}   10.87{col 46}{space 3}0.000{col 54}{space 4} .1616732{col 67}{space 3} .2327982
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0323{col 26}{space 2} .0816327{col 37}{space 1}  122.90{col 46}{space 3}0.000{col 54}{space 4}   9.8723{col 67}{space 3} 10.19229
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  28167.47
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5172

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4749544{col 26}{space 2} .0313819{col 37}{space 1}   15.13{col 46}{space 3}0.000{col 54}{space 4} .4134471{col 67}{space 3} .5364618
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1972357{col 26}{space 2} .0281544{col 37}{space 1}    7.01{col 46}{space 3}0.000{col 54}{space 4} .1420541{col 67}{space 3} .2524174
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0323{col 26}{space 2} .0678332{col 37}{space 1}  147.90{col 46}{space 3}0.000{col 54}{space 4} 9.899346{col 67}{space 3} 10.16525
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,290 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(100 real changes made)
(130 real changes made)
(95,844 real changes made)
(131,798 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5332

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5182072{col 26}{space 2} .0063988{col 37}{space 1}   80.98{col 46}{space 3}0.000{col 54}{space 4} .5056658{col 67}{space 3} .5307486
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2484826{col 26}{space 2} .0172819{col 37}{space 1}   14.38{col 46}{space 3}0.000{col 54}{space 4} .2146107{col 67}{space 3} .2823545
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0764{col 26}{space 2} .1002331{col 37}{space 1}  100.53{col 46}{space 3}0.000{col 54}{space 4} 9.879951{col 67}{space 3} 10.27286
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5332

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5182072{col 26}{space 2} .0263357{col 37}{space 1}   19.68{col 46}{space 3}0.000{col 54}{space 4} .4665901{col 67}{space 3} .5698243
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2484826{col 26}{space 2} .0263331{col 37}{space 1}    9.44{col 46}{space 3}0.000{col 54}{space 4} .1968706{col 67}{space 3} .3000946
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0764{col 26}{space 2} .0502952{col 37}{space 1}  200.35{col 46}{space 3}0.000{col 54}{space 4} 9.977827{col 67}{space 3} 10.17498
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  61434.06
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5332

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5182072{col 26}{space 2}   .00587{col 37}{space 1}   88.28{col 46}{space 3}0.000{col 54}{space 4} .5067022{col 67}{space 3} .5297121
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2484826{col 26}{space 2} .0176508{col 37}{space 1}   14.08{col 46}{space 3}0.000{col 54}{space 4} .2138877{col 67}{space 3} .2830775
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0764{col 26}{space 2} .0897769{col 37}{space 1}  112.24{col 46}{space 3}0.000{col 54}{space 4} 9.900445{col 67}{space 3} 10.25236
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  38794.06
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5332

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5182072{col 26}{space 2} .0253507{col 37}{space 1}   20.44{col 46}{space 3}0.000{col 54}{space 4} .4685208{col 67}{space 3} .5678936
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2484826{col 26}{space 2} .0234343{col 37}{space 1}   10.60{col 46}{space 3}0.000{col 54}{space 4} .2025522{col 67}{space 3}  .294413
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0764{col 26}{space 2} .0584868{col 37}{space 1}  172.29{col 46}{space 3}0.000{col 54}{space 4} 9.961772{col 67}{space 3} 10.19104
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,160 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(66 real changes made)
(112 real changes made)
(95,456 real changes made)
(130,972 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3994

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5334994{col 26}{space 2} .0056524{col 37}{space 1}   94.39{col 46}{space 3}0.000{col 54}{space 4} .5224209{col 67}{space 3} .5445778
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1782847{col 26}{space 2} .0153491{col 37}{space 1}   11.62{col 46}{space 3}0.000{col 54}{space 4}  .148201{col 67}{space 3} .2083685
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.871849{col 26}{space 2} .0881564{col 37}{space 1}  111.98{col 46}{space 3}0.000{col 54}{space 4} 9.699066{col 67}{space 3} 10.04463
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3994

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5334994{col 26}{space 2} .0230437{col 37}{space 1}   23.15{col 46}{space 3}0.000{col 54}{space 4} .4883345{col 67}{space 3} .5786643
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1782847{col 26}{space 2} .0255507{col 37}{space 1}    6.98{col 46}{space 3}0.000{col 54}{space 4} .1282062{col 67}{space 3} .2283633
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.871849{col 26}{space 2} .0666362{col 37}{space 1}  148.15{col 46}{space 3}0.000{col 54}{space 4} 9.741244{col 67}{space 3} 10.00245
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 101249.39
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3994

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5334994{col 26}{space 2}  .004574{col 37}{space 1}  116.64{col 46}{space 3}0.000{col 54}{space 4} .5245345{col 67}{space 3} .5424643
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1782847{col 26}{space 2} .0151763{col 37}{space 1}   11.75{col 46}{space 3}0.000{col 54}{space 4} .1485398{col 67}{space 3} .2080297
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.871849{col 26}{space 2} .0780669{col 37}{space 1}  126.45{col 46}{space 3}0.000{col 54}{space 4} 9.718841{col 67}{space 3} 10.02486
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  66865.80
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3994

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5334994{col 26}{space 2} .0220467{col 37}{space 1}   24.20{col 46}{space 3}0.000{col 54}{space 4} .4902887{col 67}{space 3} .5767101
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1782847{col 26}{space 2} .0204772{col 37}{space 1}    8.71{col 46}{space 3}0.000{col 54}{space 4} .1381501{col 67}{space 3} .2184194
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.871849{col 26}{space 2}  .082818{col 37}{space 1}  119.20{col 46}{space 3}0.000{col 54}{space 4} 9.709529{col 67}{space 3} 10.03417
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,732 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(112 real changes made)
(94,638 real changes made)
(131,102 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5253

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4942694{col 26}{space 2} .0066047{col 37}{space 1}   74.84{col 46}{space 3}0.000{col 54}{space 4} .4813245{col 67}{space 3} .5072144
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1960047{col 26}{space 2} .0159775{col 37}{space 1}   12.27{col 46}{space 3}0.000{col 54}{space 4} .1646895{col 67}{space 3}   .22732
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00375{col 26}{space 2} .0968901{col 37}{space 1}  103.25{col 46}{space 3}0.000{col 54}{space 4} 9.813849{col 67}{space 3} 10.19365
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5253

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4942694{col 26}{space 2} .0265102{col 37}{space 1}   18.64{col 46}{space 3}0.000{col 54}{space 4} .4423103{col 67}{space 3} .5462285
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1960047{col 26}{space 2} .0322206{col 37}{space 1}    6.08{col 46}{space 3}0.000{col 54}{space 4} .1328536{col 67}{space 3} .2591559
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00375{col 26}{space 2} .0589634{col 37}{space 1}  169.66{col 46}{space 3}0.000{col 54}{space 4} 9.888184{col 67}{space 3} 10.11932
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  87578.70
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5253

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4942694{col 26}{space 2} .0066934{col 37}{space 1}   73.84{col 46}{space 3}0.000{col 54}{space 4} .4811507{col 67}{space 3} .5073882
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1960047{col 26}{space 2} .0155892{col 37}{space 1}   12.57{col 46}{space 3}0.000{col 54}{space 4} .1654505{col 67}{space 3}  .226559
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00375{col 26}{space 2} .1113417{col 37}{space 1}   89.85{col 46}{space 3}0.000{col 54}{space 4} 9.785524{col 67}{space 3} 10.22198
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  67101.75
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5253

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4942694{col 26}{space 2} .0244358{col 37}{space 1}   20.23{col 46}{space 3}0.000{col 54}{space 4} .4463762{col 67}{space 3} .5421627
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1960047{col 26}{space 2} .0286944{col 37}{space 1}    6.83{col 46}{space 3}0.000{col 54}{space 4} .1397648{col 67}{space 3} .2522447
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00375{col 26}{space 2} .0729734{col 37}{space 1}  137.09{col 46}{space 3}0.000{col 54}{space 4} 9.860725{col 67}{space 3} 10.14678
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,530 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(132 real changes made)
(95,400 real changes made)
(130,544 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6704

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4917796{col 26}{space 2} .0075636{col 37}{space 1}   65.02{col 46}{space 3}0.000{col 54}{space 4} .4769552{col 67}{space 3}  .506604
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1920246{col 26}{space 2} .0199693{col 37}{space 1}    9.62{col 46}{space 3}0.000{col 54}{space 4} .1528855{col 67}{space 3} .2311637
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.833561{col 26}{space 2} .1034766{col 37}{space 1}   95.03{col 46}{space 3}0.000{col 54}{space 4}  9.63075{col 67}{space 3} 10.03637
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6704

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4917796{col 26}{space 2} .0325137{col 37}{space 1}   15.13{col 46}{space 3}0.000{col 54}{space 4} .4280539{col 67}{space 3} .5555054
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1920246{col 26}{space 2} .0342937{col 37}{space 1}    5.60{col 46}{space 3}0.000{col 54}{space 4} .1248101{col 67}{space 3} .2592391
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.833561{col 26}{space 2} .0464767{col 37}{space 1}  211.58{col 46}{space 3}0.000{col 54}{space 4} 9.742468{col 67}{space 3} 9.924654
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  41763.97
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6704

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4917796{col 26}{space 2} .0077974{col 37}{space 1}   63.07{col 46}{space 3}0.000{col 54}{space 4}  .476497{col 67}{space 3} .5070622
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1920246{col 26}{space 2} .0167047{col 37}{space 1}   11.50{col 46}{space 3}0.000{col 54}{space 4}  .159284{col 67}{space 3} .2247652
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.833561{col 26}{space 2} .1081735{col 37}{space 1}   90.91{col 46}{space 3}0.000{col 54}{space 4} 9.621545{col 67}{space 3} 10.04558
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  40246.07
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6704

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4917796{col 26}{space 2} .0331772{col 37}{space 1}   14.82{col 46}{space 3}0.000{col 54}{space 4} .4267534{col 67}{space 3} .5568058
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1920246{col 26}{space 2} .0347701{col 37}{space 1}    5.52{col 46}{space 3}0.000{col 54}{space 4} .1238765{col 67}{space 3} .2601727
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.833561{col 26}{space 2} .0532364{col 37}{space 1}  184.72{col 46}{space 3}0.000{col 54}{space 4}  9.72922{col 67}{space 3} 9.937902
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,254 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(116 real changes made)
(124 real changes made)
(94,738 real changes made)
(129,766 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4747

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5274386{col 26}{space 2} .0062829{col 37}{space 1}   83.95{col 46}{space 3}0.000{col 54}{space 4} .5151244{col 67}{space 3} .5397528
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2006437{col 26}{space 2} .0177506{col 37}{space 1}   11.30{col 46}{space 3}0.000{col 54}{space 4} .1658531{col 67}{space 3} .2354343
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.977432{col 26}{space 2} .0910729{col 37}{space 1}  109.55{col 46}{space 3}0.000{col 54}{space 4} 9.798933{col 67}{space 3} 10.15593
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4747

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5274386{col 26}{space 2} .0286668{col 37}{space 1}   18.40{col 46}{space 3}0.000{col 54}{space 4} .4712527{col 67}{space 3} .5836245
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2006437{col 26}{space 2} .0209808{col 37}{space 1}    9.56{col 46}{space 3}0.000{col 54}{space 4} .1595222{col 67}{space 3} .2417652
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.977432{col 26}{space 2} .0677574{col 37}{space 1}  147.25{col 46}{space 3}0.000{col 54}{space 4}  9.84463{col 67}{space 3} 10.11023
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  78640.89
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4747

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5274386{col 26}{space 2} .0058113{col 37}{space 1}   90.76{col 46}{space 3}0.000{col 54}{space 4} .5160486{col 67}{space 3} .5388285
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2006437{col 26}{space 2} .0173724{col 37}{space 1}   11.55{col 46}{space 3}0.000{col 54}{space 4} .1665945{col 67}{space 3} .2346929
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.977432{col 26}{space 2} .0901256{col 37}{space 1}  110.71{col 46}{space 3}0.000{col 54}{space 4} 9.800789{col 67}{space 3} 10.15408
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  47252.12
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4747

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5274386{col 26}{space 2} .0251909{col 37}{space 1}   20.94{col 46}{space 3}0.000{col 54}{space 4} .4780654{col 67}{space 3} .5768118
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2006437{col 26}{space 2} .0192813{col 37}{space 1}   10.41{col 46}{space 3}0.000{col 54}{space 4} .1628531{col 67}{space 3} .2384343
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.977432{col 26}{space 2} .0744964{col 37}{space 1}  133.93{col 46}{space 3}0.000{col 54}{space 4} 9.831422{col 67}{space 3} 10.12344
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,536 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(72 real changes made)
(128 real changes made)
(95,184 real changes made)
(130,258 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4119

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .519439{col 26}{space 2} .0056615{col 37}{space 1}   91.75{col 46}{space 3}0.000{col 54}{space 4} .5083426{col 67}{space 3} .5305353
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2182053{col 26}{space 2} .0154469{col 37}{space 1}   14.13{col 46}{space 3}0.000{col 54}{space 4} .1879299{col 67}{space 3} .2484807
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0482{col 26}{space 2} .0911091{col 37}{space 1}  110.29{col 46}{space 3}0.000{col 54}{space 4} 9.869627{col 67}{space 3} 10.22677
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4119

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .519439{col 26}{space 2} .0228542{col 37}{space 1}   22.73{col 46}{space 3}0.000{col 54}{space 4} .4746456{col 67}{space 3} .5642323
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2182053{col 26}{space 2} .0265781{col 37}{space 1}    8.21{col 46}{space 3}0.000{col 54}{space 4} .1661132{col 67}{space 3} .2702973
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0482{col 26}{space 2} .0692002{col 37}{space 1}  145.20{col 46}{space 3}0.000{col 54}{space 4} 9.912568{col 67}{space 3} 10.18383
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  60320.03
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4119

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .519439{col 26}{space 2} .0044365{col 37}{space 1}  117.08{col 46}{space 3}0.000{col 54}{space 4} .5107436{col 67}{space 3} .5281343
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2182053{col 26}{space 2} .0172406{col 37}{space 1}   12.66{col 46}{space 3}0.000{col 54}{space 4} .1844144{col 67}{space 3} .2519962
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0482{col 26}{space 2} .0896655{col 37}{space 1}  112.06{col 46}{space 3}0.000{col 54}{space 4} 9.872457{col 67}{space 3} 10.22394
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  29421.68
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4119

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .519439{col 26}{space 2} .0247452{col 37}{space 1}   20.99{col 46}{space 3}0.000{col 54}{space 4} .4709394{col 67}{space 3} .5679386
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2182053{col 26}{space 2} .0281591{col 37}{space 1}    7.75{col 46}{space 3}0.000{col 54}{space 4} .1630144{col 67}{space 3} .2733961
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0482{col 26}{space 2} .0616167{col 37}{space 1}  163.08{col 46}{space 3}0.000{col 54}{space 4} 9.927431{col 67}{space 3} 10.16896
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,852 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(78 real changes made)
(120 real changes made)
(94,258 real changes made)
(129,686 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7964

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4742653{col 26}{space 2} .0084465{col 37}{space 1}   56.15{col 46}{space 3}0.000{col 54}{space 4} .4577105{col 67}{space 3} .4908202
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2217259{col 26}{space 2} .0220769{col 37}{space 1}   10.04{col 46}{space 3}0.000{col 54}{space 4}  .178456{col 67}{space 3} .2649957
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06263{col 26}{space 2} .1132489{col 37}{space 1}   88.85{col 46}{space 3}0.000{col 54}{space 4}  9.84067{col 67}{space 3}  10.2846
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7964

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4742653{col 26}{space 2} .0386878{col 37}{space 1}   12.26{col 46}{space 3}0.000{col 54}{space 4} .3984387{col 67}{space 3}  .550092
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2217259{col 26}{space 2} .0290149{col 37}{space 1}    7.64{col 46}{space 3}0.000{col 54}{space 4} .1648578{col 67}{space 3}  .278594
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06263{col 26}{space 2}  .070991{col 37}{space 1}  141.75{col 46}{space 3}0.000{col 54}{space 4} 9.923494{col 67}{space 3} 10.20177
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  40521.16
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7964

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4742653{col 26}{space 2} .0068072{col 37}{space 1}   69.67{col 46}{space 3}0.000{col 54}{space 4} .4609235{col 67}{space 3} .4876072
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2217259{col 26}{space 2} .0199166{col 37}{space 1}   11.13{col 46}{space 3}0.000{col 54}{space 4} .1826901{col 67}{space 3} .2607617
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06263{col 26}{space 2}  .097304{col 37}{space 1}  103.41{col 46}{space 3}0.000{col 54}{space 4} 9.871922{col 67}{space 3} 10.25335
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  16646.25
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7964

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4742653{col 26}{space 2} .0319339{col 37}{space 1}   14.85{col 46}{space 3}0.000{col 54}{space 4} .4116761{col 67}{space 3} .5368546
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2217259{col 26}{space 2} .0322028{col 37}{space 1}    6.89{col 46}{space 3}0.000{col 54}{space 4} .1586096{col 67}{space 3} .2848422
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06263{col 26}{space 2} .0835311{col 37}{space 1}  120.47{col 46}{space 3}0.000{col 54}{space 4} 9.898916{col 67}{space 3} 10.22635
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,202 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(100 real changes made)
(95,334 real changes made)
(130,840 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7761

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4409982{col 26}{space 2} .0085551{col 37}{space 1}   51.55{col 46}{space 3}0.000{col 54}{space 4} .4242305{col 67}{space 3}  .457766
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1664478{col 26}{space 2} .0197333{col 37}{space 1}    8.43{col 46}{space 3}0.000{col 54}{space 4} .1277713{col 67}{space 3} .2051243
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.898432{col 26}{space 2} .1129485{col 37}{space 1}   87.64{col 46}{space 3}0.000{col 54}{space 4} 9.677057{col 67}{space 3} 10.11981
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7761

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4409982{col 26}{space 2} .0368203{col 37}{space 1}   11.98{col 46}{space 3}0.000{col 54}{space 4} .3688317{col 67}{space 3} .5131647
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1664478{col 26}{space 2} .0361305{col 37}{space 1}    4.61{col 46}{space 3}0.000{col 54}{space 4} .0956333{col 67}{space 3} .2372623
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.898432{col 26}{space 2} .0661668{col 37}{space 1}  149.60{col 46}{space 3}0.000{col 54}{space 4} 9.768748{col 67}{space 3} 10.02812
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  33276.89
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7761

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4409982{col 26}{space 2} .0088992{col 37}{space 1}   49.55{col 46}{space 3}0.000{col 54}{space 4} .4235562{col 67}{space 3} .4584403
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1664478{col 26}{space 2}  .019289{col 37}{space 1}    8.63{col 46}{space 3}0.000{col 54}{space 4}  .128642{col 67}{space 3} .2042536
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.898432{col 26}{space 2} .1212163{col 37}{space 1}   81.66{col 46}{space 3}0.000{col 54}{space 4} 9.660853{col 67}{space 3} 10.13601
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  18271.64
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7761

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4409982{col 26}{space 2} .0387033{col 37}{space 1}   11.39{col 46}{space 3}0.000{col 54}{space 4} .3651412{col 67}{space 3} .5168553
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1664478{col 26}{space 2} .0415789{col 37}{space 1}    4.00{col 46}{space 3}0.000{col 54}{space 4} .0849547{col 67}{space 3} .2479409
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.898432{col 26}{space 2} .0754173{col 37}{space 1}  131.25{col 46}{space 3}0.000{col 54}{space 4} 9.750617{col 67}{space 3} 10.04625
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,876 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(78 real changes made)
(122 real changes made)
(94,650 real changes made)
(130,834 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2375

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5192263{col 26}{space 2} .0053935{col 37}{space 1}   96.27{col 46}{space 3}0.000{col 54}{space 4} .5086554{col 67}{space 3} .5297973
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1971242{col 26}{space 2} .0132379{col 37}{space 1}   14.89{col 46}{space 3}0.000{col 54}{space 4} .1711784{col 67}{space 3}   .22307
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.909653{col 26}{space 2} .0793377{col 37}{space 1}  124.90{col 46}{space 3}0.000{col 54}{space 4} 9.754155{col 67}{space 3} 10.06515
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2375

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5192263{col 26}{space 2} .0212041{col 37}{space 1}   24.49{col 46}{space 3}0.000{col 54}{space 4} .4776671{col 67}{space 3} .5607855
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1971242{col 26}{space 2}  .017201{col 37}{space 1}   11.46{col 46}{space 3}0.000{col 54}{space 4} .1634109{col 67}{space 3} .2308376
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.909653{col 26}{space 2} .0634872{col 37}{space 1}  156.09{col 46}{space 3}0.000{col 54}{space 4} 9.785221{col 67}{space 3} 10.03409
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  86215.00
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2375

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5192263{col 26}{space 2} .0053221{col 37}{space 1}   97.56{col 46}{space 3}0.000{col 54}{space 4} .5087952{col 67}{space 3} .5296575
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1971242{col 26}{space 2}  .012595{col 37}{space 1}   15.65{col 46}{space 3}0.000{col 54}{space 4} .1724384{col 67}{space 3} .2218101
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.909653{col 26}{space 2} .0793656{col 37}{space 1}  124.86{col 46}{space 3}0.000{col 54}{space 4}   9.7541{col 67}{space 3} 10.06521
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  48806.12
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2375

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5192263{col 26}{space 2} .0195684{col 37}{space 1}   26.53{col 46}{space 3}0.000{col 54}{space 4} .4808731{col 67}{space 3} .5575796
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1971242{col 26}{space 2} .0158614{col 37}{space 1}   12.43{col 46}{space 3}0.000{col 54}{space 4} .1660365{col 67}{space 3}  .228212
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.909653{col 26}{space 2} .0671916{col 37}{space 1}  147.48{col 46}{space 3}0.000{col 54}{space 4}  9.77796{col 67}{space 3} 10.04135
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,326 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(98 real changes made)
(112 real changes made)
(95,224 real changes made)
(131,190 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6087

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5203202{col 26}{space 2} .0066149{col 37}{space 1}   78.66{col 46}{space 3}0.000{col 54}{space 4} .5073551{col 67}{space 3} .5332852
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1867254{col 26}{space 2} .0184085{col 37}{space 1}   10.14{col 46}{space 3}0.000{col 54}{space 4} .1506455{col 67}{space 3} .2228054
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.992442{col 26}{space 2} .1017705{col 37}{space 1}   98.19{col 46}{space 3}0.000{col 54}{space 4} 9.792976{col 67}{space 3} 10.19191
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6087

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5203202{col 26}{space 2} .0282793{col 37}{space 1}   18.40{col 46}{space 3}0.000{col 54}{space 4} .4648937{col 67}{space 3} .5757467
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1867254{col 26}{space 2}  .031664{col 37}{space 1}    5.90{col 46}{space 3}0.000{col 54}{space 4} .1246652{col 67}{space 3} .2487857
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.992442{col 26}{space 2} .0778754{col 37}{space 1}  128.31{col 46}{space 3}0.000{col 54}{space 4} 9.839809{col 67}{space 3} 10.14508
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  88619.80
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6087

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5203202{col 26}{space 2} .0063501{col 37}{space 1}   81.94{col 46}{space 3}0.000{col 54}{space 4} .5078742{col 67}{space 3} .5327661
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1867254{col 26}{space 2} .0191383{col 37}{space 1}    9.76{col 46}{space 3}0.000{col 54}{space 4} .1492151{col 67}{space 3} .2242358
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.992442{col 26}{space 2} .1121307{col 37}{space 1}   89.11{col 46}{space 3}0.000{col 54}{space 4}  9.77267{col 67}{space 3} 10.21221
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  20785.92
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6087

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5203202{col 26}{space 2} .0323867{col 37}{space 1}   16.07{col 46}{space 3}0.000{col 54}{space 4} .4568434{col 67}{space 3} .5837969
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1867254{col 26}{space 2} .0316297{col 37}{space 1}    5.90{col 46}{space 3}0.000{col 54}{space 4} .1247323{col 67}{space 3} .2487186
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.992442{col 26}{space 2} .0890302{col 37}{space 1}  112.24{col 46}{space 3}0.000{col 54}{space 4} 9.817946{col 67}{space 3} 10.16694
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,326 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(106 real changes made)
(114 real changes made)
(95,326 real changes made)
(130,728 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7387

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5188982{col 26}{space 2} .0072774{col 37}{space 1}   71.30{col 46}{space 3}0.000{col 54}{space 4} .5046347{col 67}{space 3} .5331616
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2333106{col 26}{space 2} .0187662{col 37}{space 1}   12.43{col 46}{space 3}0.000{col 54}{space 4} .1965295{col 67}{space 3} .2700917
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00311{col 26}{space 2} .1106451{col 37}{space 1}   90.41{col 46}{space 3}0.000{col 54}{space 4} 9.786252{col 67}{space 3} 10.21997
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7387

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5188982{col 26}{space 2} .0316861{col 37}{space 1}   16.38{col 46}{space 3}0.000{col 54}{space 4} .4567945{col 67}{space 3} .5810019
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2333106{col 26}{space 2} .0244942{col 37}{space 1}    9.53{col 46}{space 3}0.000{col 54}{space 4} .1853029{col 67}{space 3} .2813183
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00311{col 26}{space 2} .0547338{col 37}{space 1}  182.76{col 46}{space 3}0.000{col 54}{space 4} 9.895836{col 67}{space 3} 10.11039
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  60007.53
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7387

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5188982{col 26}{space 2} .0066884{col 37}{space 1}   77.58{col 46}{space 3}0.000{col 54}{space 4} .5057892{col 67}{space 3} .5320072
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2333106{col 26}{space 2} .0182581{col 37}{space 1}   12.78{col 46}{space 3}0.000{col 54}{space 4} .1975254{col 67}{space 3} .2690958
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00311{col 26}{space 2} .1092083{col 37}{space 1}   91.60{col 46}{space 3}0.000{col 54}{space 4} 9.789068{col 67}{space 3} 10.21716
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  26274.41
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7387

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5188982{col 26}{space 2} .0257111{col 37}{space 1}   20.18{col 46}{space 3}0.000{col 54}{space 4} .4685054{col 67}{space 3}  .569291
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2333106{col 26}{space 2}  .021186{col 37}{space 1}   11.01{col 46}{space 3}0.000{col 54}{space 4} .1917868{col 67}{space 3} .2748344
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00311{col 26}{space 2}  .074004{col 37}{space 1}  135.17{col 46}{space 3}0.000{col 54}{space 4} 9.858067{col 67}{space 3} 10.14816
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(155,368 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(130 real changes made)
(95,650 real changes made)
(128,366 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6987

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4458855{col 26}{space 2} .0085025{col 37}{space 1}   52.44{col 46}{space 3}0.000{col 54}{space 4}  .429221{col 67}{space 3} .4625501
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1676359{col 26}{space 2} .0190404{col 37}{space 1}    8.80{col 46}{space 3}0.000{col 54}{space 4} .1303174{col 67}{space 3} .2049544
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.905387{col 26}{space 2} .1059224{col 37}{space 1}   93.52{col 46}{space 3}0.000{col 54}{space 4} 9.697782{col 67}{space 3} 10.11299
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6987

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4458855{col 26}{space 2} .0395547{col 37}{space 1}   11.27{col 46}{space 3}0.000{col 54}{space 4} .3683599{col 67}{space 3} .5234112
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1676359{col 26}{space 2} .0318071{col 37}{space 1}    5.27{col 46}{space 3}0.000{col 54}{space 4} .1052951{col 67}{space 3} .2299766
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.905387{col 26}{space 2} .0735522{col 37}{space 1}  134.67{col 46}{space 3}0.000{col 54}{space 4} 9.761227{col 67}{space 3} 10.04955
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  42838.04
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6987

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4458855{col 26}{space 2}  .009714{col 37}{space 1}   45.90{col 46}{space 3}0.000{col 54}{space 4} .4268465{col 67}{space 3} .4649246
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1676359{col 26}{space 2} .0198278{col 37}{space 1}    8.45{col 46}{space 3}0.000{col 54}{space 4}  .128774{col 67}{space 3} .2064977
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.905387{col 26}{space 2}   .10358{col 37}{space 1}   95.63{col 46}{space 3}0.000{col 54}{space 4} 9.702373{col 67}{space 3}  10.1084
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  23558.86
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6987

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4458855{col 26}{space 2} .0355906{col 37}{space 1}   12.53{col 46}{space 3}0.000{col 54}{space 4} .3761293{col 67}{space 3} .5156418
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1676359{col 26}{space 2} .0332411{col 37}{space 1}    5.04{col 46}{space 3}0.000{col 54}{space 4} .1024845{col 67}{space 3} .2327872
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.905387{col 26}{space 2} .0732992{col 37}{space 1}  135.14{col 46}{space 3}0.000{col 54}{space 4} 9.761723{col 67}{space 3} 10.04905
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,972 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(122 real changes made)
(95,576 real changes made)
(130,064 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5841

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5024842{col 26}{space 2} .0070261{col 37}{space 1}   71.52{col 46}{space 3}0.000{col 54}{space 4} .4887132{col 67}{space 3} .5162552
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2230991{col 26}{space 2} .0183668{col 37}{space 1}   12.15{col 46}{space 3}0.000{col 54}{space 4} .1871009{col 67}{space 3} .2590973
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.964538{col 26}{space 2} .0989094{col 37}{space 1}  100.74{col 46}{space 3}0.000{col 54}{space 4} 9.770679{col 67}{space 3}  10.1584
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5841

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5024842{col 26}{space 2} .0315517{col 37}{space 1}   15.93{col 46}{space 3}0.000{col 54}{space 4}  .440644{col 67}{space 3} .5643245
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2230991{col 26}{space 2} .0266878{col 37}{space 1}    8.36{col 46}{space 3}0.000{col 54}{space 4} .1707921{col 67}{space 3} .2754061
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.964538{col 26}{space 2} .0634372{col 37}{space 1}  157.08{col 46}{space 3}0.000{col 54}{space 4} 9.840203{col 67}{space 3} 10.08887
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  43322.14
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5841

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5024842{col 26}{space 2} .0067558{col 37}{space 1}   74.38{col 46}{space 3}0.000{col 54}{space 4} .4892431{col 67}{space 3} .5157253
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2230991{col 26}{space 2} .0204772{col 37}{space 1}   10.90{col 46}{space 3}0.000{col 54}{space 4} .1829646{col 67}{space 3} .2632336
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.964538{col 26}{space 2} .0863758{col 37}{space 1}  115.36{col 46}{space 3}0.000{col 54}{space 4} 9.795244{col 67}{space 3} 10.13383
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  21207.23
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5841

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5024842{col 26}{space 2} .0265667{col 37}{space 1}   18.91{col 46}{space 3}0.000{col 54}{space 4} .4504144{col 67}{space 3}  .554554
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2230991{col 26}{space 2} .0247616{col 37}{space 1}    9.01{col 46}{space 3}0.000{col 54}{space 4} .1745672{col 67}{space 3}  .271631
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.964538{col 26}{space 2} .0731239{col 37}{space 1}  136.27{col 46}{space 3}0.000{col 54}{space 4} 9.821218{col 67}{space 3} 10.10786
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,206 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(120 real changes made)
(95,074 real changes made)
(130,510 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8183

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4607805{col 26}{space 2} .0093493{col 37}{space 1}   49.29{col 46}{space 3}0.000{col 54}{space 4} .4424563{col 67}{space 3} .4791047
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1856708{col 26}{space 2} .0218542{col 37}{space 1}    8.50{col 46}{space 3}0.000{col 54}{space 4} .1428373{col 67}{space 3} .2285042
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02652{col 26}{space 2} .1171874{col 37}{space 1}   85.56{col 46}{space 3}0.000{col 54}{space 4} 9.796836{col 67}{space 3}  10.2562
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8183

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4607805{col 26}{space 2} .0411738{col 37}{space 1}   11.19{col 46}{space 3}0.000{col 54}{space 4} .3800813{col 67}{space 3} .5414797
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1856708{col 26}{space 2} .0279527{col 37}{space 1}    6.64{col 46}{space 3}0.000{col 54}{space 4} .1308844{col 67}{space 3} .2404571
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02652{col 26}{space 2} .0463344{col 37}{space 1}  216.39{col 46}{space 3}0.000{col 54}{space 4} 9.935705{col 67}{space 3} 10.11733
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  29268.01
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8183

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4607805{col 26}{space 2} .0093065{col 37}{space 1}   49.51{col 46}{space 3}0.000{col 54}{space 4}   .44254{col 67}{space 3}  .479021
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1856708{col 26}{space 2} .0215398{col 37}{space 1}    8.62{col 46}{space 3}0.000{col 54}{space 4} .1434536{col 67}{space 3} .2278879
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02652{col 26}{space 2} .1181752{col 37}{space 1}   84.84{col 46}{space 3}0.000{col 54}{space 4}   9.7949{col 67}{space 3} 10.25814
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  26984.67
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8183

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4607805{col 26}{space 2}  .037333{col 37}{space 1}   12.34{col 46}{space 3}0.000{col 54}{space 4} .3876092{col 67}{space 3} .5339518
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1856708{col 26}{space 2} .0259127{col 37}{space 1}    7.17{col 46}{space 3}0.000{col 54}{space 4} .1348827{col 67}{space 3} .2364588
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02652{col 26}{space 2} .0635198{col 37}{space 1}  157.85{col 46}{space 3}0.000{col 54}{space 4} 9.902022{col 67}{space 3} 10.15102
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,860 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(96 real changes made)
(98 real changes made)
(94,076 real changes made)
(130,316 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.627

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5301316{col 26}{space 2} .0065189{col 37}{space 1}   81.32{col 46}{space 3}0.000{col 54}{space 4} .5173548{col 67}{space 3} .5429084
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2212821{col 26}{space 2} .0182515{col 37}{space 1}   12.12{col 46}{space 3}0.000{col 54}{space 4} .1855097{col 67}{space 3} .2570545
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.12121{col 26}{space 2} .1038746{col 37}{space 1}   97.44{col 46}{space 3}0.000{col 54}{space 4} 9.917617{col 67}{space 3}  10.3248
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.627

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5301316{col 26}{space 2} .0283889{col 37}{space 1}   18.67{col 46}{space 3}0.000{col 54}{space 4} .4744905{col 67}{space 3} .5857727
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2212821{col 26}{space 2} .0256003{col 37}{space 1}    8.64{col 46}{space 3}0.000{col 54}{space 4} .1711064{col 67}{space 3} .2714578
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.12121{col 26}{space 2} .0547095{col 37}{space 1}  185.00{col 46}{space 3}0.000{col 54}{space 4} 10.01398{col 67}{space 3} 10.22844
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  59564.53
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.627

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5301316{col 26}{space 2} .0067001{col 37}{space 1}   79.12{col 46}{space 3}0.000{col 54}{space 4} .5169996{col 67}{space 3} .5432636
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2212821{col 26}{space 2} .0144374{col 37}{space 1}   15.33{col 46}{space 3}0.000{col 54}{space 4} .1929852{col 67}{space 3} .2495789
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.12121{col 26}{space 2} .1213639{col 37}{space 1}   83.40{col 46}{space 3}0.000{col 54}{space 4} 9.883339{col 67}{space 3} 10.35908
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  31212.06
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.627

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5301316{col 26}{space 2} .0289365{col 37}{space 1}   18.32{col 46}{space 3}0.000{col 54}{space 4} .4734172{col 67}{space 3}  .586846
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2212821{col 26}{space 2} .0256529{col 37}{space 1}    8.63{col 46}{space 3}0.000{col 54}{space 4} .1710033{col 67}{space 3} .2715609
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.12121{col 26}{space 2} .0720903{col 37}{space 1}  140.40{col 46}{space 3}0.000{col 54}{space 4} 9.979913{col 67}{space 3}  10.2625
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,238 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(114 real changes made)
(95,454 real changes made)
(130,448 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4514

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5188274{col 26}{space 2}  .005882{col 37}{space 1}   88.21{col 46}{space 3}0.000{col 54}{space 4} .5072988{col 67}{space 3} .5303559
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2014892{col 26}{space 2} .0177025{col 37}{space 1}   11.38{col 46}{space 3}0.000{col 54}{space 4} .1667929{col 67}{space 3} .2361855
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02754{col 26}{space 2} .0895406{col 37}{space 1}  111.99{col 46}{space 3}0.000{col 54}{space 4} 9.852041{col 67}{space 3} 10.20303
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4514

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5188274{col 26}{space 2} .0235948{col 37}{space 1}   21.99{col 46}{space 3}0.000{col 54}{space 4} .4725824{col 67}{space 3} .5650724
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2014892{col 26}{space 2} .0237058{col 37}{space 1}    8.50{col 46}{space 3}0.000{col 54}{space 4} .1550267{col 67}{space 3} .2479517
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02754{col 26}{space 2}  .067012{col 37}{space 1}  149.64{col 46}{space 3}0.000{col 54}{space 4} 9.896197{col 67}{space 3} 10.15888
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  76559.21
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4514

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5188274{col 26}{space 2} .0063293{col 37}{space 1}   81.97{col 46}{space 3}0.000{col 54}{space 4} .5064222{col 67}{space 3} .5312325
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2014892{col 26}{space 2} .0188627{col 37}{space 1}   10.68{col 46}{space 3}0.000{col 54}{space 4} .1645189{col 67}{space 3} .2384595
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02754{col 26}{space 2} .1012058{col 37}{space 1}   99.08{col 46}{space 3}0.000{col 54}{space 4} 9.829178{col 67}{space 3}  10.2259
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  23815.79
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4514

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5188274{col 26}{space 2} .0244266{col 37}{space 1}   21.24{col 46}{space 3}0.000{col 54}{space 4}  .470952{col 67}{space 3} .5667027
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2014892{col 26}{space 2} .0236384{col 37}{space 1}    8.52{col 46}{space 3}0.000{col 54}{space 4} .1551588{col 67}{space 3} .2478196
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02754{col 26}{space 2} .0764214{col 37}{space 1}  131.21{col 46}{space 3}0.000{col 54}{space 4} 9.877754{col 67}{space 3} 10.17732
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,190 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(98 real changes made)
(120 real changes made)
(94,540 real changes made)
(131,336 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7395

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5075404{col 26}{space 2} .0072575{col 37}{space 1}   69.93{col 46}{space 3}0.000{col 54}{space 4} .4933161{col 67}{space 3} .5217648
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1708075{col 26}{space 2} .0197162{col 37}{space 1}    8.66{col 46}{space 3}0.000{col 54}{space 4} .1321645{col 67}{space 3} .2094505
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.864176{col 26}{space 2} .1070122{col 37}{space 1}   92.18{col 46}{space 3}0.000{col 54}{space 4} 9.654436{col 67}{space 3} 10.07392
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7395

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5075404{col 26}{space 2} .0315661{col 37}{space 1}   16.08{col 46}{space 3}0.000{col 54}{space 4}  .445672{col 67}{space 3} .5694088
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1708075{col 26}{space 2} .0380528{col 37}{space 1}    4.49{col 46}{space 3}0.000{col 54}{space 4} .0962254{col 67}{space 3} .2453896
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.864176{col 26}{space 2} .0771115{col 37}{space 1}  127.92{col 46}{space 3}0.000{col 54}{space 4} 9.713041{col 67}{space 3} 10.01531
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  44272.87
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7395

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5075404{col 26}{space 2} .0062153{col 37}{space 1}   81.66{col 46}{space 3}0.000{col 54}{space 4} .4953586{col 67}{space 3} .5197222
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1708075{col 26}{space 2} .0205563{col 37}{space 1}    8.31{col 46}{space 3}0.000{col 54}{space 4}  .130518{col 67}{space 3}  .211097
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.864176{col 26}{space 2} .0994718{col 37}{space 1}   99.17{col 46}{space 3}0.000{col 54}{space 4} 9.669215{col 67}{space 3} 10.05914
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  22282.01
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7395

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5075404{col 26}{space 2}  .032427{col 37}{space 1}   15.65{col 46}{space 3}0.000{col 54}{space 4} .4439847{col 67}{space 3} .5710961
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1708075{col 26}{space 2} .0405352{col 37}{space 1}    4.21{col 46}{space 3}0.000{col 54}{space 4}   .09136{col 67}{space 3}  .250255
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.864176{col 26}{space 2} .0890005{col 37}{space 1}  110.83{col 46}{space 3}0.000{col 54}{space 4} 9.689739{col 67}{space 3} 10.03861
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(169,408 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(100 real changes made)
(95,046 real changes made)
(131,954 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.563

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5278143{col 26}{space 2} .0061105{col 37}{space 1}   86.38{col 46}{space 3}0.000{col 54}{space 4} .5158381{col 67}{space 3} .5397906
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1696265{col 26}{space 2} .0159656{col 37}{space 1}   10.62{col 46}{space 3}0.000{col 54}{space 4} .1383345{col 67}{space 3} .2009184
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.85406{col 26}{space 2} .0944539{col 37}{space 1}  104.33{col 46}{space 3}0.000{col 54}{space 4} 9.668934{col 67}{space 3} 10.03919
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.563

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5278143{col 26}{space 2} .0263609{col 37}{space 1}   20.02{col 46}{space 3}0.000{col 54}{space 4}  .476148{col 67}{space 3} .5794807
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1696265{col 26}{space 2} .0275984{col 37}{space 1}    6.15{col 46}{space 3}0.000{col 54}{space 4} .1155347{col 67}{space 3} .2237183
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.85406{col 26}{space 2} .0799424{col 37}{space 1}  123.26{col 46}{space 3}0.000{col 54}{space 4} 9.697376{col 67}{space 3} 10.01074
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  67679.34
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.563

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5278143{col 26}{space 2} .0071695{col 37}{space 1}   73.62{col 46}{space 3}0.000{col 54}{space 4} .5137624{col 67}{space 3} .5418663
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1696265{col 26}{space 2} .0157116{col 37}{space 1}   10.80{col 46}{space 3}0.000{col 54}{space 4} .1388324{col 67}{space 3} .2004206
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.85406{col 26}{space 2} .0971944{col 37}{space 1}  101.39{col 46}{space 3}0.000{col 54}{space 4} 9.663563{col 67}{space 3} 10.04456
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  44671.88
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.563

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5278143{col 26}{space 2}  .025036{col 37}{space 1}   21.08{col 46}{space 3}0.000{col 54}{space 4} .4787448{col 67}{space 3} .5768839
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1696265{col 26}{space 2} .0247404{col 37}{space 1}    6.86{col 46}{space 3}0.000{col 54}{space 4} .1211363{col 67}{space 3} .2181167
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.85406{col 26}{space 2} .1107895{col 37}{space 1}   88.94{col 46}{space 3}0.000{col 54}{space 4} 9.636917{col 67}{space 3}  10.0712
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,952 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(138 real changes made)
(94,548 real changes made)
(130,476 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6023

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4949021{col 26}{space 2} .0069158{col 37}{space 1}   71.56{col 46}{space 3}0.000{col 54}{space 4} .4813473{col 67}{space 3} .5084569
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1813818{col 26}{space 2}  .018149{col 37}{space 1}    9.99{col 46}{space 3}0.000{col 54}{space 4} .1458103{col 67}{space 3} .2169532
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03476{col 26}{space 2} .1000513{col 37}{space 1}  100.30{col 46}{space 3}0.000{col 54}{space 4} 9.838659{col 67}{space 3} 10.23085
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6023

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4949021{col 26}{space 2} .0306739{col 37}{space 1}   16.13{col 46}{space 3}0.000{col 54}{space 4} .4347823{col 67}{space 3} .5550219
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1813818{col 26}{space 2} .0224874{col 37}{space 1}    8.07{col 46}{space 3}0.000{col 54}{space 4} .1373073{col 67}{space 3} .2254562
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03476{col 26}{space 2} .0749215{col 37}{space 1}  133.94{col 46}{space 3}0.000{col 54}{space 4} 9.887913{col 67}{space 3}  10.1816
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  52947.29
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6023

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4949021{col 26}{space 2} .0062696{col 37}{space 1}   78.94{col 46}{space 3}0.000{col 54}{space 4} .4826139{col 67}{space 3} .5071904
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1813818{col 26}{space 2} .0169726{col 37}{space 1}   10.69{col 46}{space 3}0.000{col 54}{space 4} .1481162{col 67}{space 3} .2146474
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03476{col 26}{space 2} .0803104{col 37}{space 1}  124.95{col 46}{space 3}0.000{col 54}{space 4} 9.877351{col 67}{space 3} 10.19216
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  15309.35
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6023

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4949021{col 26}{space 2} .0271983{col 37}{space 1}   18.20{col 46}{space 3}0.000{col 54}{space 4} .4415944{col 67}{space 3} .5482099
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1813818{col 26}{space 2} .0286368{col 37}{space 1}    6.33{col 46}{space 3}0.000{col 54}{space 4} .1252546{col 67}{space 3}  .237509
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03476{col 26}{space 2} .1217766{col 37}{space 1}   82.40{col 46}{space 3}0.000{col 54}{space 4} 9.796078{col 67}{space 3} 10.27343
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,028 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(136 real changes made)
(94,854 real changes made)
(130,432 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3251

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5198198{col 26}{space 2} .0053484{col 37}{space 1}   97.19{col 46}{space 3}0.000{col 54}{space 4} .5093371{col 67}{space 3} .5303025
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1812666{col 26}{space 2} .0147151{col 37}{space 1}   12.32{col 46}{space 3}0.000{col 54}{space 4} .1524255{col 67}{space 3} .2101077
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.945043{col 26}{space 2} .0852819{col 37}{space 1}  116.61{col 46}{space 3}0.000{col 54}{space 4} 9.777894{col 67}{space 3} 10.11219
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3251

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5198198{col 26}{space 2} .0195485{col 37}{space 1}   26.59{col 46}{space 3}0.000{col 54}{space 4} .4815054{col 67}{space 3} .5581342
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1812666{col 26}{space 2} .0262236{col 37}{space 1}    6.91{col 46}{space 3}0.000{col 54}{space 4} .1298694{col 67}{space 3} .2326638
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.945043{col 26}{space 2} .0668485{col 37}{space 1}  148.77{col 46}{space 3}0.000{col 54}{space 4} 9.814022{col 67}{space 3} 10.07606
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  99039.87
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3251

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5198198{col 26}{space 2} .0058538{col 37}{space 1}   88.80{col 46}{space 3}0.000{col 54}{space 4} .5083465{col 67}{space 3}  .531293
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1812666{col 26}{space 2} .0150335{col 37}{space 1}   12.06{col 46}{space 3}0.000{col 54}{space 4} .1518015{col 67}{space 3} .2107316
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.945043{col 26}{space 2} .0969304{col 37}{space 1}  102.60{col 46}{space 3}0.000{col 54}{space 4} 9.755063{col 67}{space 3} 10.13502
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  42428.32
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3251

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5198198{col 26}{space 2} .0202306{col 37}{space 1}   25.69{col 46}{space 3}0.000{col 54}{space 4} .4801684{col 67}{space 3} .5594711
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1812666{col 26}{space 2} .0257306{col 37}{space 1}    7.04{col 46}{space 3}0.000{col 54}{space 4} .1308355{col 67}{space 3} .2316977
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.945043{col 26}{space 2} .0637441{col 37}{space 1}  156.02{col 46}{space 3}0.000{col 54}{space 4} 9.820107{col 67}{space 3} 10.06998
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,780 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(108 real changes made)
(93,946 real changes made)
(129,670 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3487

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5523414{col 26}{space 2} .0054018{col 37}{space 1}  102.25{col 46}{space 3}0.000{col 54}{space 4}  .541754{col 67}{space 3} .5629288
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2290959{col 26}{space 2} .0169049{col 37}{space 1}   13.55{col 46}{space 3}0.000{col 54}{space 4} .1959629{col 67}{space 3}  .262229
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07604{col 26}{space 2} .0926392{col 37}{space 1}  108.77{col 46}{space 3}0.000{col 54}{space 4} 9.894467{col 67}{space 3} 10.25761
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3487

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5523414{col 26}{space 2} .0203933{col 37}{space 1}   27.08{col 46}{space 3}0.000{col 54}{space 4} .5123713{col 67}{space 3} .5923115
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2290959{col 26}{space 2} .0267978{col 37}{space 1}    8.55{col 46}{space 3}0.000{col 54}{space 4} .1765732{col 67}{space 3} .2816187
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07604{col 26}{space 2} .0631225{col 37}{space 1}  159.63{col 46}{space 3}0.000{col 54}{space 4} 9.952319{col 67}{space 3} 10.19975
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 125779.69
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3487

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5523414{col 26}{space 2} .0050535{col 37}{space 1}  109.30{col 46}{space 3}0.000{col 54}{space 4} .5424367{col 67}{space 3} .5622461
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2290959{col 26}{space 2} .0190752{col 37}{space 1}   12.01{col 46}{space 3}0.000{col 54}{space 4} .1917092{col 67}{space 3} .2664826
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07604{col 26}{space 2}  .103072{col 37}{space 1}   97.76{col 46}{space 3}0.000{col 54}{space 4} 9.874019{col 67}{space 3} 10.27805
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  54143.55
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3487

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5523414{col 26}{space 2} .0170634{col 37}{space 1}   32.37{col 46}{space 3}0.000{col 54}{space 4} .5188977{col 67}{space 3} .5857851
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2290959{col 26}{space 2} .0233527{col 37}{space 1}    9.81{col 46}{space 3}0.000{col 54}{space 4} .1833255{col 67}{space 3} .2748664
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07604{col 26}{space 2} .0579793{col 37}{space 1}  173.79{col 46}{space 3}0.000{col 54}{space 4} 9.962399{col 67}{space 3} 10.18967
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,840 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(106 real changes made)
(122 real changes made)
(95,094 real changes made)
(131,954 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6199

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4928964{col 26}{space 2} .0070204{col 37}{space 1}   70.21{col 46}{space 3}0.000{col 54}{space 4} .4791367{col 67}{space 3}  .506656
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2010446{col 26}{space 2} .0190218{col 37}{space 1}   10.57{col 46}{space 3}0.000{col 54}{space 4} .1637625{col 67}{space 3} .2383266
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.921258{col 26}{space 2}  .102064{col 37}{space 1}   97.21{col 46}{space 3}0.000{col 54}{space 4} 9.721217{col 67}{space 3}  10.1213
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6199

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4928964{col 26}{space 2} .0292501{col 37}{space 1}   16.85{col 46}{space 3}0.000{col 54}{space 4} .4355671{col 67}{space 3} .5502256
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2010446{col 26}{space 2} .0355258{col 37}{space 1}    5.66{col 46}{space 3}0.000{col 54}{space 4} .1314154{col 67}{space 3} .2706738
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.921258{col 26}{space 2} .0592831{col 37}{space 1}  167.35{col 46}{space 3}0.000{col 54}{space 4} 9.805066{col 67}{space 3} 10.03745
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  43479.28
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6199

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4928964{col 26}{space 2} .0061775{col 37}{space 1}   79.79{col 46}{space 3}0.000{col 54}{space 4} .4807888{col 67}{space 3}  .505004
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2010446{col 26}{space 2} .0210466{col 37}{space 1}    9.55{col 46}{space 3}0.000{col 54}{space 4} .1597939{col 67}{space 3} .2422952
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.921258{col 26}{space 2} .0971946{col 37}{space 1}  102.08{col 46}{space 3}0.000{col 54}{space 4}  9.73076{col 67}{space 3} 10.11176
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  49728.35
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6199

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4928964{col 26}{space 2} .0327067{col 37}{space 1}   15.07{col 46}{space 3}0.000{col 54}{space 4} .4287924{col 67}{space 3} .5570004
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2010446{col 26}{space 2} .0368377{col 37}{space 1}    5.46{col 46}{space 3}0.000{col 54}{space 4}  .128844{col 67}{space 3} .2732451
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.921258{col 26}{space 2} .0641637{col 37}{space 1}  154.62{col 46}{space 3}0.000{col 54}{space 4}   9.7955{col 67}{space 3} 10.04702
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,044 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(128 real changes made)
(94,088 real changes made)
(130,106 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4209

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5436068{col 26}{space 2} .0052718{col 37}{space 1}  103.12{col 46}{space 3}0.000{col 54}{space 4} .5332742{col 67}{space 3} .5539393
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2295791{col 26}{space 2} .0162167{col 37}{space 1}   14.16{col 46}{space 3}0.000{col 54}{space 4} .1977949{col 67}{space 3} .2613633
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.15194{col 26}{space 2} .0890368{col 37}{space 1}  114.02{col 46}{space 3}0.000{col 54}{space 4} 9.977431{col 67}{space 3} 10.32645
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4209

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5436068{col 26}{space 2} .0222074{col 37}{space 1}   24.48{col 46}{space 3}0.000{col 54}{space 4}  .500081{col 67}{space 3} .5871325
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2295791{col 26}{space 2} .0214254{col 37}{space 1}   10.72{col 46}{space 3}0.000{col 54}{space 4} .1875861{col 67}{space 3} .2715722
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.15194{col 26}{space 2} .0690873{col 37}{space 1}  146.94{col 46}{space 3}0.000{col 54}{space 4} 10.01653{col 67}{space 3} 10.28735
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 112387.88
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4209

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5436068{col 26}{space 2} .0045107{col 37}{space 1}  120.51{col 46}{space 3}0.000{col 54}{space 4} .5347659{col 67}{space 3} .5524477
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2295791{col 26}{space 2} .0151568{col 37}{space 1}   15.15{col 46}{space 3}0.000{col 54}{space 4} .1998723{col 67}{space 3} .2592859
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.15194{col 26}{space 2} .0983817{col 37}{space 1}  103.19{col 46}{space 3}0.000{col 54}{space 4} 9.959116{col 67}{space 3} 10.34476
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  19905.02
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4209

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5436068{col 26}{space 2} .0214156{col 37}{space 1}   25.38{col 46}{space 3}0.000{col 54}{space 4}  .501633{col 67}{space 3} .5855805
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2295791{col 26}{space 2} .0219181{col 37}{space 1}   10.47{col 46}{space 3}0.000{col 54}{space 4} .1866204{col 67}{space 3} .2725378
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.15194{col 26}{space 2} .0777819{col 37}{space 1}  130.52{col 46}{space 3}0.000{col 54}{space 4}  9.99949{col 67}{space 3} 10.30439
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(169,476 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(102 real changes made)
(92 real changes made)
(95,644 real changes made)
(131,380 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4373

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5379843{col 26}{space 2} .0055392{col 37}{space 1}   97.12{col 46}{space 3}0.000{col 54}{space 4} .5271276{col 67}{space 3} .5488411
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2155566{col 26}{space 2} .0139363{col 37}{space 1}   15.47{col 46}{space 3}0.000{col 54}{space 4} .1882419{col 67}{space 3} .2428713
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.09645{col 26}{space 2} .0923189{col 37}{space 1}  109.36{col 46}{space 3}0.000{col 54}{space 4} 9.915511{col 67}{space 3} 10.27739
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4373

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5379843{col 26}{space 2} .0220877{col 37}{space 1}   24.36{col 46}{space 3}0.000{col 54}{space 4} .4946933{col 67}{space 3} .5812754
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2155566{col 26}{space 2} .0226007{col 37}{space 1}    9.54{col 46}{space 3}0.000{col 54}{space 4}   .17126{col 67}{space 3} .2598532
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.09645{col 26}{space 2} .0847956{col 37}{space 1}  119.07{col 46}{space 3}0.000{col 54}{space 4} 9.930257{col 67}{space 3} 10.26265
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  85711.15
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4373

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5379843{col 26}{space 2} .0050826{col 37}{space 1}  105.85{col 46}{space 3}0.000{col 54}{space 4} .5280226{col 67}{space 3}  .547946
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2155566{col 26}{space 2}    .0156{col 37}{space 1}   13.82{col 46}{space 3}0.000{col 54}{space 4} .1849812{col 67}{space 3}  .246132
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.09645{col 26}{space 2} .0866389{col 37}{space 1}  116.53{col 46}{space 3}0.000{col 54}{space 4} 9.926644{col 67}{space 3} 10.26626
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  16839.40
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4373

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5379843{col 26}{space 2} .0207239{col 37}{space 1}   25.96{col 46}{space 3}0.000{col 54}{space 4} .4973662{col 67}{space 3} .5786025
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2155566{col 26}{space 2} .0193213{col 37}{space 1}   11.16{col 46}{space 3}0.000{col 54}{space 4} .1776874{col 67}{space 3} .2534257
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.09645{col 26}{space 2} .0937056{col 37}{space 1}  107.75{col 46}{space 3}0.000{col 54}{space 4} 9.912793{col 67}{space 3} 10.28011
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,780 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(102 real changes made)
(116 real changes made)
(94,868 real changes made)
(130,008 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5957

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .501195{col 26}{space 2} .0072545{col 37}{space 1}   69.09{col 46}{space 3}0.000{col 54}{space 4} .4869764{col 67}{space 3} .5154137
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1720954{col 26}{space 2} .0206392{col 37}{space 1}    8.34{col 46}{space 3}0.000{col 54}{space 4} .1316432{col 67}{space 3} .2125476
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.775012{col 26}{space 2} .1002081{col 37}{space 1}   97.55{col 46}{space 3}0.000{col 54}{space 4} 9.578607{col 67}{space 3} 9.971416
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5957

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .501195{col 26}{space 2} .0318847{col 37}{space 1}   15.72{col 46}{space 3}0.000{col 54}{space 4} .4387022{col 67}{space 3} .5636879
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1720954{col 26}{space 2} .0233571{col 37}{space 1}    7.37{col 46}{space 3}0.000{col 54}{space 4} .1263164{col 67}{space 3} .2178744
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.775012{col 26}{space 2} .0818613{col 37}{space 1}  119.41{col 46}{space 3}0.000{col 54}{space 4} 9.614566{col 67}{space 3} 9.935457
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  59927.60
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5957

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .501195{col 26}{space 2} .0061228{col 37}{space 1}   81.86{col 46}{space 3}0.000{col 54}{space 4} .4891945{col 67}{space 3} .5131956
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1720954{col 26}{space 2} .0177531{col 37}{space 1}    9.69{col 46}{space 3}0.000{col 54}{space 4}    .1373{col 67}{space 3} .2068908
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.775012{col 26}{space 2} .0813665{col 37}{space 1}  120.14{col 46}{space 3}0.000{col 54}{space 4} 9.615536{col 67}{space 3} 9.934487
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  17404.49
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5957

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .501195{col 26}{space 2} .0255629{col 37}{space 1}   19.61{col 46}{space 3}0.000{col 54}{space 4} .4510928{col 67}{space 3} .5512973
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1720954{col 26}{space 2} .0253395{col 37}{space 1}    6.79{col 46}{space 3}0.000{col 54}{space 4} .1224309{col 67}{space 3} .2217599
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.775012{col 26}{space 2} .1138821{col 37}{space 1}   85.83{col 46}{space 3}0.000{col 54}{space 4} 9.551807{col 67}{space 3} 9.998216
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,552 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(66 real changes made)
(116 real changes made)
(95,028 real changes made)
(131,054 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6718

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5001827{col 26}{space 2} .0072577{col 37}{space 1}   68.92{col 46}{space 3}0.000{col 54}{space 4} .4859578{col 67}{space 3} .5144076
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1896434{col 26}{space 2} .0171784{col 37}{space 1}   11.04{col 46}{space 3}0.000{col 54}{space 4} .1559745{col 67}{space 3} .2233124
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07907{col 26}{space 2} .1067531{col 37}{space 1}   94.41{col 46}{space 3}0.000{col 54}{space 4}  9.86984{col 67}{space 3}  10.2883
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6718

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5001827{col 26}{space 2} .0321606{col 37}{space 1}   15.55{col 46}{space 3}0.000{col 54}{space 4} .4371491{col 67}{space 3} .5632163
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1896434{col 26}{space 2} .0304991{col 37}{space 1}    6.22{col 46}{space 3}0.000{col 54}{space 4} .1298662{col 67}{space 3} .2494206
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07907{col 26}{space 2} .0714341{col 37}{space 1}  141.10{col 46}{space 3}0.000{col 54}{space 4} 9.939064{col 67}{space 3} 10.21908
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  50646.55
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6718

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5001827{col 26}{space 2}  .006188{col 37}{space 1}   80.83{col 46}{space 3}0.000{col 54}{space 4} .4880545{col 67}{space 3} .5123109
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1896434{col 26}{space 2} .0170487{col 37}{space 1}   11.12{col 46}{space 3}0.000{col 54}{space 4} .1562286{col 67}{space 3} .2230582
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07907{col 26}{space 2} .0781109{col 37}{space 1}  129.04{col 46}{space 3}0.000{col 54}{space 4} 9.925978{col 67}{space 3} 10.23217
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  39960.77
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6718

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5001827{col 26}{space 2} .0301923{col 37}{space 1}   16.57{col 46}{space 3}0.000{col 54}{space 4} .4410069{col 67}{space 3} .5593584
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1896434{col 26}{space 2} .0262177{col 37}{space 1}    7.23{col 46}{space 3}0.000{col 54}{space 4} .1382577{col 67}{space 3} .2410291
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07907{col 26}{space 2} .0608207{col 37}{space 1}  165.72{col 46}{space 3}0.000{col 54}{space 4} 9.959866{col 67}{space 3} 10.19828
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,718 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(72 real changes made)
(94 real changes made)
(94,516 real changes made)
(130,546 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5443

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5496166{col 26}{space 2} .0058841{col 37}{space 1}   93.41{col 46}{space 3}0.000{col 54}{space 4}  .538084{col 67}{space 3} .5611493
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2570197{col 26}{space 2} .0166738{col 37}{space 1}   15.41{col 46}{space 3}0.000{col 54}{space 4} .2243397{col 67}{space 3} .2896996
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01556{col 26}{space 2} .0980965{col 37}{space 1}  102.10{col 46}{space 3}0.000{col 54}{space 4}  9.82329{col 67}{space 3} 10.20782
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5443

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5496166{col 26}{space 2} .0240866{col 37}{space 1}   22.82{col 46}{space 3}0.000{col 54}{space 4} .5024077{col 67}{space 3} .5968256
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2570197{col 26}{space 2} .0283357{col 37}{space 1}    9.07{col 46}{space 3}0.000{col 54}{space 4} .2014828{col 67}{space 3} .3125565
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01556{col 26}{space 2} .0595597{col 37}{space 1}  168.16{col 46}{space 3}0.000{col 54}{space 4} 9.898821{col 67}{space 3} 10.13229
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  66165.83
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5443

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5496166{col 26}{space 2} .0060322{col 37}{space 1}   91.11{col 46}{space 3}0.000{col 54}{space 4} .5377938{col 67}{space 3} .5614395
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2570197{col 26}{space 2} .0155909{col 37}{space 1}   16.49{col 46}{space 3}0.000{col 54}{space 4} .2264621{col 67}{space 3} .2875772
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01556{col 26}{space 2} .1113872{col 37}{space 1}   89.92{col 46}{space 3}0.000{col 54}{space 4}  9.79724{col 67}{space 3} 10.23387
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  19530.12
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5443

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5496166{col 26}{space 2} .0255317{col 37}{space 1}   21.53{col 46}{space 3}0.000{col 54}{space 4} .4995754{col 67}{space 3} .5996579
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2570197{col 26}{space 2}  .027563{col 37}{space 1}    9.32{col 46}{space 3}0.000{col 54}{space 4} .2029972{col 67}{space 3} .3110421
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01556{col 26}{space 2} .0766041{col 37}{space 1}  130.74{col 46}{space 3}0.000{col 54}{space 4} 9.865414{col 67}{space 3}  10.1657
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(171,556 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(72 real changes made)
(132 real changes made)
(94,480 real changes made)
(131,238 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4598

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5193482{col 26}{space 2} .0057247{col 37}{space 1}   90.72{col 46}{space 3}0.000{col 54}{space 4} .5081279{col 67}{space 3} .5305685
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1907622{col 26}{space 2} .0163332{col 37}{space 1}   11.68{col 46}{space 3}0.000{col 54}{space 4} .1587497{col 67}{space 3} .2227746
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999155{col 26}{space 2} .0892015{col 37}{space 1}  112.10{col 46}{space 3}0.000{col 54}{space 4} 9.824323{col 67}{space 3} 10.17399
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4598

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5193482{col 26}{space 2} .0235628{col 37}{space 1}   22.04{col 46}{space 3}0.000{col 54}{space 4}  .473166{col 67}{space 3} .5655304
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1907622{col 26}{space 2} .0196777{col 37}{space 1}    9.69{col 46}{space 3}0.000{col 54}{space 4} .1521945{col 67}{space 3} .2293299
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999155{col 26}{space 2} .0527696{col 37}{space 1}  189.49{col 46}{space 3}0.000{col 54}{space 4} 9.895729{col 67}{space 3} 10.10258
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  77401.22
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4598

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5193482{col 26}{space 2} .0047006{col 37}{space 1}  110.49{col 46}{space 3}0.000{col 54}{space 4} .5101353{col 67}{space 3} .5285612
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1907622{col 26}{space 2} .0164583{col 37}{space 1}   11.59{col 46}{space 3}0.000{col 54}{space 4} .1585046{col 67}{space 3} .2230198
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999155{col 26}{space 2} .0874548{col 37}{space 1}  114.34{col 46}{space 3}0.000{col 54}{space 4} 9.827747{col 67}{space 3} 10.17056
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  30970.79
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4598

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5193482{col 26}{space 2} .0223946{col 37}{space 1}   23.19{col 46}{space 3}0.000{col 54}{space 4} .4754556{col 67}{space 3} .5632409
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1907622{col 26}{space 2} .0215564{col 37}{space 1}    8.85{col 46}{space 3}0.000{col 54}{space 4} .1485125{col 67}{space 3} .2330119
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.999155{col 26}{space 2} .0638753{col 37}{space 1}  156.54{col 46}{space 3}0.000{col 54}{space 4} 9.873962{col 67}{space 3} 10.12435
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,228 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(134 real changes made)
(95,332 real changes made)
(130,988 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5129

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4861852{col 26}{space 2} .0066199{col 37}{space 1}   73.44{col 46}{space 3}0.000{col 54}{space 4} .4732103{col 67}{space 3}   .49916
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1527478{col 26}{space 2} .0173742{col 37}{space 1}    8.79{col 46}{space 3}0.000{col 54}{space 4}  .118695{col 67}{space 3} .1868005
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.914658{col 26}{space 2} .0942435{col 37}{space 1}  105.20{col 46}{space 3}0.000{col 54}{space 4} 9.729945{col 67}{space 3} 10.09937
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5129

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4861852{col 26}{space 2} .0282257{col 37}{space 1}   17.22{col 46}{space 3}0.000{col 54}{space 4} .4308637{col 67}{space 3} .5415066
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1527478{col 26}{space 2} .0245587{col 37}{space 1}    6.22{col 46}{space 3}0.000{col 54}{space 4} .1046136{col 67}{space 3} .2008819
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.914658{col 26}{space 2} .0724633{col 37}{space 1}  136.82{col 46}{space 3}0.000{col 54}{space 4} 9.772633{col 67}{space 3} 10.05668
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  49101.56
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5129

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4861852{col 26}{space 2} .0060593{col 37}{space 1}   80.24{col 46}{space 3}0.000{col 54}{space 4} .4743092{col 67}{space 3} .4980611
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1527478{col 26}{space 2} .0171243{col 37}{space 1}    8.92{col 46}{space 3}0.000{col 54}{space 4} .1191848{col 67}{space 3} .1863107
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.914658{col 26}{space 2} .0856451{col 37}{space 1}  115.76{col 46}{space 3}0.000{col 54}{space 4} 9.746797{col 67}{space 3} 10.08252
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  45243.18
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5129

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4861852{col 26}{space 2} .0304462{col 37}{space 1}   15.97{col 46}{space 3}0.000{col 54}{space 4} .4265116{col 67}{space 3} .5458587
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1527478{col 26}{space 2} .0256283{col 37}{space 1}    5.96{col 46}{space 3}0.000{col 54}{space 4} .1025172{col 67}{space 3} .2029783
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.914658{col 26}{space 2}  .080587{col 37}{space 1}  123.03{col 46}{space 3}0.000{col 54}{space 4} 9.756711{col 67}{space 3} 10.07261
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,864 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(68 real changes made)
(120 real changes made)
(94,294 real changes made)
(130,768 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6024

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4915764{col 26}{space 2} .0075376{col 37}{space 1}   65.22{col 46}{space 3}0.000{col 54}{space 4} .4768031{col 67}{space 3} .5063498
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2140037{col 26}{space 2} .0178949{col 37}{space 1}   11.96{col 46}{space 3}0.000{col 54}{space 4} .1789304{col 67}{space 3} .2490771
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.961911{col 26}{space 2} .1048703{col 37}{space 1}   94.99{col 46}{space 3}0.000{col 54}{space 4} 9.756369{col 67}{space 3} 10.16745
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6024

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4915764{col 26}{space 2} .0325169{col 37}{space 1}   15.12{col 46}{space 3}0.000{col 54}{space 4} .4278444{col 67}{space 3} .5553085
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2140037{col 26}{space 2} .0289356{col 37}{space 1}    7.40{col 46}{space 3}0.000{col 54}{space 4} .1572909{col 67}{space 3} .2707165
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.961911{col 26}{space 2} .0592985{col 37}{space 1}  168.00{col 46}{space 3}0.000{col 54}{space 4} 9.845688{col 67}{space 3} 10.07813
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  37367.89
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6024

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4915764{col 26}{space 2} .0082691{col 37}{space 1}   59.45{col 46}{space 3}0.000{col 54}{space 4} .4753693{col 67}{space 3} .5077836
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2140037{col 26}{space 2} .0170176{col 37}{space 1}   12.58{col 46}{space 3}0.000{col 54}{space 4} .1806499{col 67}{space 3} .2473575
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.961911{col 26}{space 2} .1180993{col 37}{space 1}   84.35{col 46}{space 3}0.000{col 54}{space 4} 9.730441{col 67}{space 3} 10.19338
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  15262.00
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6024

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4915764{col 26}{space 2} .0341007{col 37}{space 1}   14.42{col 46}{space 3}0.000{col 54}{space 4} .4247403{col 67}{space 3} .5584126
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2140037{col 26}{space 2} .0291129{col 37}{space 1}    7.35{col 46}{space 3}0.000{col 54}{space 4} .1569434{col 67}{space 3}  .271064
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.961911{col 26}{space 2} .0862642{col 37}{space 1}  115.48{col 46}{space 3}0.000{col 54}{space 4} 9.792836{col 67}{space 3} 10.13099
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,514 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(94 real changes made)
(122 real changes made)
(95,310 real changes made)
(131,098 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9702

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5040742{col 26}{space 2} .0080972{col 37}{space 1}   62.25{col 46}{space 3}0.000{col 54}{space 4} .4882041{col 67}{space 3} .5199444
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1715253{col 26}{space 2} .0217212{col 37}{space 1}    7.90{col 46}{space 3}0.000{col 54}{space 4} .1289526{col 67}{space 3}  .214098
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.792235{col 26}{space 2} .1222367{col 37}{space 1}   80.11{col 46}{space 3}0.000{col 54}{space 4} 9.552655{col 67}{space 3} 10.03181
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9702

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5040742{col 26}{space 2} .0351648{col 37}{space 1}   14.33{col 46}{space 3}0.000{col 54}{space 4} .4351524{col 67}{space 3}  .572996
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1715253{col 26}{space 2}  .039235{col 37}{space 1}    4.37{col 46}{space 3}0.000{col 54}{space 4} .0946262{col 67}{space 3} .2484244
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.792235{col 26}{space 2} .1302658{col 37}{space 1}   75.17{col 46}{space 3}0.000{col 54}{space 4} 9.536918{col 67}{space 3} 10.04755
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  35120.38
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9702

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5040742{col 26}{space 2} .0078754{col 37}{space 1}   64.01{col 46}{space 3}0.000{col 54}{space 4} .4886387{col 67}{space 3} .5195097
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1715253{col 26}{space 2} .0257599{col 37}{space 1}    6.66{col 46}{space 3}0.000{col 54}{space 4} .1210368{col 67}{space 3} .2220137
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.792235{col 26}{space 2} .1226176{col 37}{space 1}   79.86{col 46}{space 3}0.000{col 54}{space 4} 9.551908{col 67}{space 3} 10.03256
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  10831.87
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9702

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5040742{col 26}{space 2} .0372643{col 37}{space 1}   13.53{col 46}{space 3}0.000{col 54}{space 4} .4310376{col 67}{space 3} .5771108
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1715253{col 26}{space 2}  .033837{col 37}{space 1}    5.07{col 46}{space 3}0.000{col 54}{space 4}  .105206{col 67}{space 3} .2378445
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.792235{col 26}{space 2} .1555018{col 37}{space 1}   62.97{col 46}{space 3}0.000{col 54}{space 4} 9.487457{col 67}{space 3} 10.09701
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,676 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(104 real changes made)
(95,504 real changes made)
(130,300 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3181

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4881829{col 26}{space 2} .0053831{col 37}{space 1}   90.69{col 46}{space 3}0.000{col 54}{space 4} .4776322{col 67}{space 3} .4987336
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1613717{col 26}{space 2} .0159624{col 37}{space 1}   10.11{col 46}{space 3}0.000{col 54}{space 4}  .130086{col 67}{space 3} .1926574
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.833523{col 26}{space 2}  .083752{col 37}{space 1}  117.41{col 46}{space 3}0.000{col 54}{space 4} 9.669372{col 67}{space 3} 9.997673
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3181

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4881829{col 26}{space 2} .0195416{col 37}{space 1}   24.98{col 46}{space 3}0.000{col 54}{space 4}  .449882{col 67}{space 3} .5264838
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1613717{col 26}{space 2} .0374301{col 37}{space 1}    4.31{col 46}{space 3}0.000{col 54}{space 4} .0880099{col 67}{space 3} .2347334
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.833523{col 26}{space 2}  .095106{col 37}{space 1}  103.40{col 46}{space 3}0.000{col 54}{space 4} 9.647118{col 67}{space 3} 10.01993
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  65640.55
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3181

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4881829{col 26}{space 2} .0057529{col 37}{space 1}   84.86{col 46}{space 3}0.000{col 54}{space 4} .4769075{col 67}{space 3} .4994583
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1613717{col 26}{space 2} .0142178{col 37}{space 1}   11.35{col 46}{space 3}0.000{col 54}{space 4} .1335054{col 67}{space 3}  .189238
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.833523{col 26}{space 2} .0934434{col 37}{space 1}  105.24{col 46}{space 3}0.000{col 54}{space 4} 9.650377{col 67}{space 3} 10.01667
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  25683.91
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3181

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4881829{col 26}{space 2} .0210524{col 37}{space 1}   23.19{col 46}{space 3}0.000{col 54}{space 4} .4469209{col 67}{space 3} .5294449
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1613717{col 26}{space 2} .0309239{col 37}{space 1}    5.22{col 46}{space 3}0.000{col 54}{space 4} .1007619{col 67}{space 3} .2219815
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.833523{col 26}{space 2} .1177395{col 37}{space 1}   83.52{col 46}{space 3}0.000{col 54}{space 4} 9.602757{col 67}{space 3} 10.06429
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(171,234 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(138 real changes made)
(94,888 real changes made)
(132,344 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3762

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5275058{col 26}{space 2} .0055569{col 37}{space 1}   94.93{col 46}{space 3}0.000{col 54}{space 4} .5166144{col 67}{space 3} .5383972
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2007885{col 26}{space 2} .0157997{col 37}{space 1}   12.71{col 46}{space 3}0.000{col 54}{space 4} .1698216{col 67}{space 3} .2317554
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.914684{col 26}{space 2}  .085305{col 37}{space 1}  116.23{col 46}{space 3}0.000{col 54}{space 4} 9.747489{col 67}{space 3} 10.08188
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3762

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5275058{col 26}{space 2} .0236969{col 37}{space 1}   22.26{col 46}{space 3}0.000{col 54}{space 4} .4810607{col 67}{space 3}  .573951
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2007885{col 26}{space 2} .0154977{col 37}{space 1}   12.96{col 46}{space 3}0.000{col 54}{space 4} .1704135{col 67}{space 3} .2311635
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.914684{col 26}{space 2} .0675539{col 37}{space 1}  146.77{col 46}{space 3}0.000{col 54}{space 4} 9.782281{col 67}{space 3} 10.04709
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  85601.33
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3762

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5275058{col 26}{space 2} .0058677{col 37}{space 1}   89.90{col 46}{space 3}0.000{col 54}{space 4} .5160054{col 67}{space 3} .5390062
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2007885{col 26}{space 2} .0181316{col 37}{space 1}   11.07{col 46}{space 3}0.000{col 54}{space 4} .1652512{col 67}{space 3} .2363259
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.914684{col 26}{space 2} .0889775{col 37}{space 1}  111.43{col 46}{space 3}0.000{col 54}{space 4} 9.740291{col 67}{space 3} 10.08908
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  24768.96
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3762

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5275058{col 26}{space 2} .0240568{col 37}{space 1}   21.93{col 46}{space 3}0.000{col 54}{space 4} .4803553{col 67}{space 3} .5746563
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2007885{col 26}{space 2}  .018237{col 37}{space 1}   11.01{col 46}{space 3}0.000{col 54}{space 4} .1650447{col 67}{space 3} .2365324
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.914684{col 26}{space 2} .0690996{col 37}{space 1}  143.48{col 46}{space 3}0.000{col 54}{space 4} 9.779251{col 67}{space 3} 10.05012
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,098 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(94 real changes made)
(80 real changes made)
(95,216 real changes made)
(131,388 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2478

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5341145{col 26}{space 2}    .0053{col 37}{space 1}  100.78{col 46}{space 3}0.000{col 54}{space 4} .5237268{col 67}{space 3} .5445023
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2194489{col 26}{space 2} .0151077{col 37}{space 1}   14.53{col 46}{space 3}0.000{col 54}{space 4} .1898384{col 67}{space 3} .2490593
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00933{col 26}{space 2} .0800254{col 37}{space 1}  125.08{col 46}{space 3}0.000{col 54}{space 4} 9.852482{col 67}{space 3} 10.16618
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2478

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5341145{col 26}{space 2} .0203112{col 37}{space 1}   26.30{col 46}{space 3}0.000{col 54}{space 4} .4943053{col 67}{space 3} .5739238
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2194489{col 26}{space 2} .0144256{col 37}{space 1}   15.21{col 46}{space 3}0.000{col 54}{space 4} .1911753{col 67}{space 3} .2477225
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00933{col 26}{space 2} .0570137{col 37}{space 1}  175.56{col 46}{space 3}0.000{col 54}{space 4} 9.897584{col 67}{space 3} 10.12107
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 120354.68
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2478

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5341145{col 26}{space 2} .0055059{col 37}{space 1}   97.01{col 46}{space 3}0.000{col 54}{space 4} .5233232{col 67}{space 3} .5449058
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2194489{col 26}{space 2} .0142762{col 37}{space 1}   15.37{col 46}{space 3}0.000{col 54}{space 4} .1914681{col 67}{space 3} .2474297
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00933{col 26}{space 2} .0776961{col 37}{space 1}  128.83{col 46}{space 3}0.000{col 54}{space 4} 9.857047{col 67}{space 3} 10.16161
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  33671.48
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2478

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5341145{col 26}{space 2} .0193986{col 37}{space 1}   27.53{col 46}{space 3}0.000{col 54}{space 4}  .496094{col 67}{space 3} .5721351
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2194489{col 26}{space 2} .0167113{col 37}{space 1}   13.13{col 46}{space 3}0.000{col 54}{space 4} .1866954{col 67}{space 3} .2522024
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00933{col 26}{space 2} .0770385{col 37}{space 1}  129.93{col 46}{space 3}0.000{col 54}{space 4} 9.858336{col 67}{space 3} 10.16032
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,154 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(78 real changes made)
(108 real changes made)
(94,994 real changes made)
(130,326 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6939

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5082002{col 26}{space 2} .0075438{col 37}{space 1}   67.37{col 46}{space 3}0.000{col 54}{space 4} .4934147{col 67}{space 3} .5229858
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1853233{col 26}{space 2} .0166831{col 37}{space 1}   11.11{col 46}{space 3}0.000{col 54}{space 4} .1526251{col 67}{space 3} .2180216
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.917325{col 26}{space 2} .1057098{col 37}{space 1}   93.82{col 46}{space 3}0.000{col 54}{space 4} 9.710138{col 67}{space 3} 10.12451
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6939

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5082002{col 26}{space 2} .0352268{col 37}{space 1}   14.43{col 46}{space 3}0.000{col 54}{space 4}  .439157{col 67}{space 3} .5772434
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1853233{col 26}{space 2} .0290336{col 37}{space 1}    6.38{col 46}{space 3}0.000{col 54}{space 4} .1284185{col 67}{space 3} .2422282
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.917325{col 26}{space 2} .0634323{col 37}{space 1}  156.35{col 46}{space 3}0.000{col 54}{space 4}    9.793{col 67}{space 3} 10.04165
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  41903.92
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6939

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5082002{col 26}{space 2} .0068902{col 37}{space 1}   73.76{col 46}{space 3}0.000{col 54}{space 4} .4946956{col 67}{space 3} .5217049
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1853233{col 26}{space 2} .0169935{col 37}{space 1}   10.91{col 46}{space 3}0.000{col 54}{space 4} .1520167{col 67}{space 3}   .21863
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.917325{col 26}{space 2} .1114455{col 37}{space 1}   88.99{col 46}{space 3}0.000{col 54}{space 4} 9.698896{col 67}{space 3} 10.13575
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  26963.47
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6939

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5082002{col 26}{space 2} .0355585{col 37}{space 1}   14.29{col 46}{space 3}0.000{col 54}{space 4} .4385068{col 67}{space 3} .5778937
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1853233{col 26}{space 2} .0272601{col 37}{space 1}    6.80{col 46}{space 3}0.000{col 54}{space 4} .1318946{col 67}{space 3} .2387521
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.917325{col 26}{space 2} .0770215{col 37}{space 1}  128.76{col 46}{space 3}0.000{col 54}{space 4} 9.766366{col 67}{space 3} 10.06828
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,088 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(72 real changes made)
(104 real changes made)
(94,794 real changes made)
(129,762 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5257

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5388634{col 26}{space 2} .0061427{col 37}{space 1}   87.72{col 46}{space 3}0.000{col 54}{space 4} .5268238{col 67}{space 3} .5509029
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2084277{col 26}{space 2} .0189392{col 37}{space 1}   11.01{col 46}{space 3}0.000{col 54}{space 4} .1713076{col 67}{space 3} .2455478
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.97338{col 26}{space 2} .0953311{col 37}{space 1}  104.62{col 46}{space 3}0.000{col 54}{space 4} 9.786535{col 67}{space 3} 10.16023
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5257

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5388634{col 26}{space 2} .0265959{col 37}{space 1}   20.26{col 46}{space 3}0.000{col 54}{space 4} .4867364{col 67}{space 3} .5909903
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2084277{col 26}{space 2} .0228797{col 37}{space 1}    9.11{col 46}{space 3}0.000{col 54}{space 4} .1635843{col 67}{space 3} .2532711
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.97338{col 26}{space 2}   .07482{col 37}{space 1}  133.30{col 46}{space 3}0.000{col 54}{space 4} 9.826736{col 67}{space 3} 10.12002
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  41916.04
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5257

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5388634{col 26}{space 2}  .007223{col 37}{space 1}   74.60{col 46}{space 3}0.000{col 54}{space 4} .5247065{col 67}{space 3} .5530203
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2084277{col 26}{space 2} .0220021{col 37}{space 1}    9.47{col 46}{space 3}0.000{col 54}{space 4} .1653044{col 67}{space 3}  .251551
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.97338{col 26}{space 2} .1272541{col 37}{space 1}   78.37{col 46}{space 3}0.000{col 54}{space 4} 9.723967{col 67}{space 3} 10.22279
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  14481.76
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5257

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5388634{col 26}{space 2} .0267236{col 37}{space 1}   20.16{col 46}{space 3}0.000{col 54}{space 4} .4864861{col 67}{space 3} .5912407
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2084277{col 26}{space 2} .0254881{col 37}{space 1}    8.18{col 46}{space 3}0.000{col 54}{space 4} .1584719{col 67}{space 3} .2583835
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.97338{col 26}{space 2} .0870029{col 37}{space 1}  114.63{col 46}{space 3}0.000{col 54}{space 4} 9.802858{col 67}{space 3}  10.1439
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(171,332 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(110 real changes made)
(94,472 real changes made)
(132,268 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8665

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4765105{col 26}{space 2} .0083193{col 37}{space 1}   57.28{col 46}{space 3}0.000{col 54}{space 4}  .460205{col 67}{space 3}  .492816
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1783953{col 26}{space 2}  .022918{col 37}{space 1}    7.78{col 46}{space 3}0.000{col 54}{space 4} .1334768{col 67}{space 3} .2233138
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.870607{col 26}{space 2}  .119836{col 37}{space 1}   82.37{col 46}{space 3}0.000{col 54}{space 4} 9.635732{col 67}{space 3} 10.10548
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8665

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4765105{col 26}{space 2} .0326294{col 37}{space 1}   14.60{col 46}{space 3}0.000{col 54}{space 4} .4125581{col 67}{space 3} .5404629
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1783953{col 26}{space 2} .0441887{col 37}{space 1}    4.04{col 46}{space 3}0.000{col 54}{space 4}  .091787{col 67}{space 3} .2650036
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.870607{col 26}{space 2} .0760018{col 37}{space 1}  129.87{col 46}{space 3}0.000{col 54}{space 4} 9.721646{col 67}{space 3} 10.01957
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  35014.95
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8665

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4765105{col 26}{space 2} .0069479{col 37}{space 1}   68.58{col 46}{space 3}0.000{col 54}{space 4} .4628929{col 67}{space 3} .4901281
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1783953{col 26}{space 2} .0243688{col 37}{space 1}    7.32{col 46}{space 3}0.000{col 54}{space 4} .1306333{col 67}{space 3} .2261573
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.870607{col 26}{space 2} .1073066{col 37}{space 1}   91.99{col 46}{space 3}0.000{col 54}{space 4}  9.66029{col 67}{space 3} 10.08092
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  26036.17
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8665

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4765105{col 26}{space 2} .0280177{col 37}{space 1}   17.01{col 46}{space 3}0.000{col 54}{space 4} .4215969{col 67}{space 3} .5314241
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1783953{col 26}{space 2} .0443336{col 37}{space 1}    4.02{col 46}{space 3}0.000{col 54}{space 4}  .091503{col 67}{space 3} .2652877
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.870607{col 26}{space 2} .1282413{col 37}{space 1}   76.97{col 46}{space 3}0.000{col 54}{space 4} 9.619258{col 67}{space 3} 10.12196
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,536 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(118 real changes made)
(94,478 real changes made)
(131,378 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.446

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5493925{col 26}{space 2} .0056998{col 37}{space 1}   96.39{col 46}{space 3}0.000{col 54}{space 4} .5382212{col 67}{space 3} .5605639
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2597669{col 26}{space 2} .0160979{col 37}{space 1}   16.14{col 46}{space 3}0.000{col 54}{space 4} .2282155{col 67}{space 3} .2913182
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.935006{col 26}{space 2} .0933376{col 37}{space 1}  106.44{col 46}{space 3}0.000{col 54}{space 4} 9.752067{col 67}{space 3} 10.11794
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.446

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5493925{col 26}{space 2} .0235017{col 37}{space 1}   23.38{col 46}{space 3}0.000{col 54}{space 4}   .50333{col 67}{space 3}  .595455
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2597669{col 26}{space 2}  .023579{col 37}{space 1}   11.02{col 46}{space 3}0.000{col 54}{space 4} .2135529{col 67}{space 3} .3059808
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.935006{col 26}{space 2} .0677299{col 37}{space 1}  146.69{col 46}{space 3}0.000{col 54}{space 4} 9.802258{col 67}{space 3} 10.06775
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  66031.61
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.446

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5493925{col 26}{space 2} .0065526{col 37}{space 1}   83.84{col 46}{space 3}0.000{col 54}{space 4} .5365497{col 67}{space 3} .5622354
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2597669{col 26}{space 2}  .014542{col 37}{space 1}   17.86{col 46}{space 3}0.000{col 54}{space 4} .2312652{col 67}{space 3} .2882686
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.935006{col 26}{space 2}  .099259{col 37}{space 1}  100.09{col 46}{space 3}0.000{col 54}{space 4} 9.740462{col 67}{space 3} 10.12955
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  20010.82
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.446

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5493925{col 26}{space 2} .0238539{col 37}{space 1}   23.03{col 46}{space 3}0.000{col 54}{space 4} .5026397{col 67}{space 3} .5961453
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2597669{col 26}{space 2} .0236267{col 37}{space 1}   10.99{col 46}{space 3}0.000{col 54}{space 4} .2134594{col 67}{space 3} .3060743
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.935006{col 26}{space 2}  .089053{col 37}{space 1}  111.56{col 46}{space 3}0.000{col 54}{space 4} 9.760465{col 67}{space 3} 10.10955
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,492 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(120 real changes made)
(94,480 real changes made)
(130,624 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6579

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5349013{col 26}{space 2} .0068954{col 37}{space 1}   77.57{col 46}{space 3}0.000{col 54}{space 4} .5213865{col 67}{space 3} .5484161
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2046718{col 26}{space 2} .0194229{col 37}{space 1}   10.54{col 46}{space 3}0.000{col 54}{space 4} .1666037{col 67}{space 3} .2427399
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.988583{col 26}{space 2} .1046085{col 37}{space 1}   95.49{col 46}{space 3}0.000{col 54}{space 4} 9.783554{col 67}{space 3} 10.19361
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6579

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5349013{col 26}{space 2} .0305238{col 37}{space 1}   17.52{col 46}{space 3}0.000{col 54}{space 4} .4750758{col 67}{space 3} .5947269
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2046718{col 26}{space 2}  .021535{col 37}{space 1}    9.50{col 46}{space 3}0.000{col 54}{space 4} .1624639{col 67}{space 3} .2468797
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.988583{col 26}{space 2} .0394813{col 37}{space 1}  253.00{col 46}{space 3}0.000{col 54}{space 4} 9.911201{col 67}{space 3} 10.06597
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  43759.51
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6579

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5349013{col 26}{space 2} .0071492{col 37}{space 1}   74.82{col 46}{space 3}0.000{col 54}{space 4} .5208891{col 67}{space 3} .5489136
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2046718{col 26}{space 2} .0145759{col 37}{space 1}   14.04{col 46}{space 3}0.000{col 54}{space 4} .1761036{col 67}{space 3}   .23324
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.988583{col 26}{space 2} .1063816{col 37}{space 1}   93.89{col 46}{space 3}0.000{col 54}{space 4} 9.780079{col 67}{space 3} 10.19709
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  24987.28
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6579

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5349013{col 26}{space 2} .0280248{col 37}{space 1}   19.09{col 46}{space 3}0.000{col 54}{space 4} .4799738{col 67}{space 3} .5898289
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2046718{col 26}{space 2} .0220653{col 37}{space 1}    9.28{col 46}{space 3}0.000{col 54}{space 4} .1614245{col 67}{space 3} .2479191
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.988583{col 26}{space 2} .0641094{col 37}{space 1}  155.81{col 46}{space 3}0.000{col 54}{space 4} 9.862931{col 67}{space 3} 10.11424
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,988 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(94 real changes made)
(138 real changes made)
(94,576 real changes made)
(131,058 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6728

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4686323{col 26}{space 2}  .007619{col 37}{space 1}   61.51{col 46}{space 3}0.000{col 54}{space 4} .4536993{col 67}{space 3} .4835654
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1741918{col 26}{space 2} .0187493{col 37}{space 1}    9.29{col 46}{space 3}0.000{col 54}{space 4} .1374438{col 67}{space 3} .2109399
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.936391{col 26}{space 2} .1058605{col 37}{space 1}   93.86{col 46}{space 3}0.000{col 54}{space 4} 9.728908{col 67}{space 3} 10.14387
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6728

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4686323{col 26}{space 2} .0325792{col 37}{space 1}   14.38{col 46}{space 3}0.000{col 54}{space 4} .4047784{col 67}{space 3} .5324863
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1741918{col 26}{space 2} .0289639{col 37}{space 1}    6.01{col 46}{space 3}0.000{col 54}{space 4} .1174236{col 67}{space 3} .2309601
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.936391{col 26}{space 2}  .055906{col 37}{space 1}  177.73{col 46}{space 3}0.000{col 54}{space 4} 9.826817{col 67}{space 3} 10.04596
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  41906.80
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6728

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4686323{col 26}{space 2} .0085227{col 37}{space 1}   54.99{col 46}{space 3}0.000{col 54}{space 4}  .451928{col 67}{space 3} .4853366
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1741918{col 26}{space 2} .0192919{col 37}{space 1}    9.03{col 46}{space 3}0.000{col 54}{space 4} .1363803{col 67}{space 3} .2120033
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.936391{col 26}{space 2} .0986885{col 37}{space 1}  100.68{col 46}{space 3}0.000{col 54}{space 4} 9.742965{col 67}{space 3} 10.12982
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  16878.24
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6728

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4686323{col 26}{space 2} .0321458{col 37}{space 1}   14.58{col 46}{space 3}0.000{col 54}{space 4} .4056278{col 67}{space 3} .5316369
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1741918{col 26}{space 2} .0294144{col 37}{space 1}    5.92{col 46}{space 3}0.000{col 54}{space 4} .1165407{col 67}{space 3}  .231843
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.936391{col 26}{space 2} .0839737{col 37}{space 1}  118.33{col 46}{space 3}0.000{col 54}{space 4} 9.771806{col 67}{space 3} 10.10098
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,988 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(76 real changes made)
(140 real changes made)
(94,888 real changes made)
(130,760 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3107

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4699886{col 26}{space 2} .0068183{col 37}{space 1}   68.93{col 46}{space 3}0.000{col 54}{space 4}  .456625{col 67}{space 3} .4833523
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1281488{col 26}{space 2} .0130716{col 37}{space 1}    9.80{col 46}{space 3}0.000{col 54}{space 4}  .102529{col 67}{space 3} .1537685
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.810104{col 26}{space 2} .0794903{col 37}{space 1}  123.41{col 46}{space 3}0.000{col 54}{space 4} 9.654305{col 67}{space 3} 9.965902
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3107

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4699886{col 26}{space 2} .0335871{col 37}{space 1}   13.99{col 46}{space 3}0.000{col 54}{space 4} .4041591{col 67}{space 3} .5358182
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1281488{col 26}{space 2} .0193954{col 37}{space 1}    6.61{col 46}{space 3}0.000{col 54}{space 4} .0901344{col 67}{space 3} .1661631
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.810104{col 26}{space 2} .0784143{col 37}{space 1}  125.11{col 46}{space 3}0.000{col 54}{space 4} 9.656414{col 67}{space 3} 9.963793
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  71965.27
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3107

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4699886{col 26}{space 2} .0065531{col 37}{space 1}   71.72{col 46}{space 3}0.000{col 54}{space 4} .4571447{col 67}{space 3} .4828325
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1281488{col 26}{space 2}   .01444{col 37}{space 1}    8.87{col 46}{space 3}0.000{col 54}{space 4} .0998468{col 67}{space 3} .1564507
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.810104{col 26}{space 2} .0678088{col 37}{space 1}  144.67{col 46}{space 3}0.000{col 54}{space 4} 9.677201{col 67}{space 3} 9.943007
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  30584.65
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3107

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4699886{col 26}{space 2} .0336651{col 37}{space 1}   13.96{col 46}{space 3}0.000{col 54}{space 4} .4040062{col 67}{space 3} .5359711
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1281488{col 26}{space 2} .0189207{col 37}{space 1}    6.77{col 46}{space 3}0.000{col 54}{space 4} .0910648{col 67}{space 3} .1652327
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.810104{col 26}{space 2} .1086309{col 37}{space 1}   90.31{col 46}{space 3}0.000{col 54}{space 4} 9.597191{col 67}{space 3} 10.02302
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,532 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(114 real changes made)
(94,840 real changes made)
(130,350 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6192

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5135564{col 26}{space 2} .0068846{col 37}{space 1}   74.60{col 46}{space 3}0.000{col 54}{space 4}  .500063{col 67}{space 3} .5270499
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1954893{col 26}{space 2} .0173221{col 37}{space 1}   11.29{col 46}{space 3}0.000{col 54}{space 4} .1615386{col 67}{space 3} .2294399
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.951091{col 26}{space 2} .1031482{col 37}{space 1}   96.47{col 46}{space 3}0.000{col 54}{space 4} 9.748924{col 67}{space 3} 10.15326
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6192

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5135564{col 26}{space 2} .0293635{col 37}{space 1}   17.49{col 46}{space 3}0.000{col 54}{space 4}  .456005{col 67}{space 3} .5711079
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1954893{col 26}{space 2} .0274565{col 37}{space 1}    7.12{col 46}{space 3}0.000{col 54}{space 4} .1416755{col 67}{space 3}  .249303
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.951091{col 26}{space 2} .0718097{col 37}{space 1}  138.58{col 46}{space 3}0.000{col 54}{space 4} 9.810347{col 67}{space 3} 10.09184
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  50250.59
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6192

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5135564{col 26}{space 2} .0061534{col 37}{space 1}   83.46{col 46}{space 3}0.000{col 54}{space 4}  .501496{col 67}{space 3} .5256169
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1954893{col 26}{space 2} .0169872{col 37}{space 1}   11.51{col 46}{space 3}0.000{col 54}{space 4} .1621949{col 67}{space 3} .2287836
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.951091{col 26}{space 2} .0887156{col 37}{space 1}  112.17{col 46}{space 3}0.000{col 54}{space 4} 9.777212{col 67}{space 3} 10.12497
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  30598.22
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6192

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5135564{col 26}{space 2} .0285491{col 37}{space 1}   17.99{col 46}{space 3}0.000{col 54}{space 4} .4576013{col 67}{space 3} .5695116
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1954893{col 26}{space 2} .0292892{col 37}{space 1}    6.67{col 46}{space 3}0.000{col 54}{space 4} .1380834{col 67}{space 3} .2528951
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.951091{col 26}{space 2} .1036486{col 37}{space 1}   96.01{col 46}{space 3}0.000{col 54}{space 4} 9.747944{col 67}{space 3} 10.15424
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,884 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(74 real changes made)
(114 real changes made)
(95,518 real changes made)
(130,748 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5867

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5046293{col 26}{space 2} .0066574{col 37}{space 1}   75.80{col 46}{space 3}0.000{col 54}{space 4}  .491581{col 67}{space 3} .5176775
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1969401{col 26}{space 2} .0198604{col 37}{space 1}    9.92{col 46}{space 3}0.000{col 54}{space 4} .1580144{col 67}{space 3} .2358659
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.897221{col 26}{space 2} .1004846{col 37}{space 1}   98.49{col 46}{space 3}0.000{col 54}{space 4} 9.700275{col 67}{space 3} 10.09417
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5867

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5046293{col 26}{space 2} .0274203{col 37}{space 1}   18.40{col 46}{space 3}0.000{col 54}{space 4} .4508864{col 67}{space 3} .5583721
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1969401{col 26}{space 2} .0321345{col 37}{space 1}    6.13{col 46}{space 3}0.000{col 54}{space 4} .1339577{col 67}{space 3} .2599225
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.897221{col 26}{space 2} .0700024{col 37}{space 1}  141.38{col 46}{space 3}0.000{col 54}{space 4} 9.760019{col 67}{space 3} 10.03442
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  38595.22
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5867

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5046293{col 26}{space 2} .0063467{col 37}{space 1}   79.51{col 46}{space 3}0.000{col 54}{space 4}   .49219{col 67}{space 3} .5170686
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1969401{col 26}{space 2} .0230661{col 37}{space 1}    8.54{col 46}{space 3}0.000{col 54}{space 4} .1517314{col 67}{space 3} .2421489
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.897221{col 26}{space 2} .1167372{col 37}{space 1}   84.78{col 46}{space 3}0.000{col 54}{space 4}  9.66842{col 67}{space 3} 10.12602
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  18237.88
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5867

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5046293{col 26}{space 2} .0266181{col 37}{space 1}   18.96{col 46}{space 3}0.000{col 54}{space 4} .4524587{col 67}{space 3} .5567998
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1969401{col 26}{space 2} .0329988{col 37}{space 1}    5.97{col 46}{space 3}0.000{col 54}{space 4} .1322636{col 67}{space 3} .2616167
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.897221{col 26}{space 2} .0762154{col 37}{space 1}  129.86{col 46}{space 3}0.000{col 54}{space 4} 9.747841{col 67}{space 3}  10.0466
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,364 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(98 real changes made)
(128 real changes made)
(94,598 real changes made)
(129,720 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2967

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5312842{col 26}{space 2} .0053236{col 37}{space 1}   99.80{col 46}{space 3}0.000{col 54}{space 4} .5208501{col 67}{space 3} .5417183
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2271808{col 26}{space 2} .0147177{col 37}{space 1}   15.44{col 46}{space 3}0.000{col 54}{space 4} .1983346{col 67}{space 3}  .256027
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985078{col 26}{space 2} .0812547{col 37}{space 1}  122.89{col 46}{space 3}0.000{col 54}{space 4} 9.825822{col 67}{space 3} 10.14433
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2967

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5312842{col 26}{space 2} .0220085{col 37}{space 1}   24.14{col 46}{space 3}0.000{col 54}{space 4} .4881484{col 67}{space 3}   .57442
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2271808{col 26}{space 2}  .015756{col 37}{space 1}   14.42{col 46}{space 3}0.000{col 54}{space 4} .1962995{col 67}{space 3} .2580621
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985078{col 26}{space 2} .0500927{col 37}{space 1}  199.33{col 46}{space 3}0.000{col 54}{space 4} 9.886898{col 67}{space 3} 10.08326
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  62899.78
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2967

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5312842{col 26}{space 2} .0054016{col 37}{space 1}   98.36{col 46}{space 3}0.000{col 54}{space 4} .5206973{col 67}{space 3} .5418711
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2271808{col 26}{space 2} .0176943{col 37}{space 1}   12.84{col 46}{space 3}0.000{col 54}{space 4} .1925006{col 67}{space 3}  .261861
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985078{col 26}{space 2} .0876048{col 37}{space 1}  113.98{col 46}{space 3}0.000{col 54}{space 4} 9.813376{col 67}{space 3} 10.15678
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  44690.31
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2967

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5312842{col 26}{space 2} .0217227{col 37}{space 1}   24.46{col 46}{space 3}0.000{col 54}{space 4} .4887085{col 67}{space 3} .5738598
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2271808{col 26}{space 2} .0155752{col 37}{space 1}   14.59{col 46}{space 3}0.000{col 54}{space 4}  .196654{col 67}{space 3} .2577076
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985078{col 26}{space 2} .0523958{col 37}{space 1}  190.57{col 46}{space 3}0.000{col 54}{space 4} 9.882384{col 67}{space 3} 10.08777
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,910 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(98 real changes made)
(94,984 real changes made)
(130,928 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5923

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4580662{col 26}{space 2}  .007367{col 37}{space 1}   62.18{col 46}{space 3}0.000{col 54}{space 4} .4436272{col 67}{space 3} .4725052
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1696478{col 26}{space 2} .0172387{col 37}{space 1}    9.84{col 46}{space 3}0.000{col 54}{space 4} .1358606{col 67}{space 3}  .203435
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01514{col 26}{space 2} .1039849{col 37}{space 1}   96.31{col 46}{space 3}0.000{col 54}{space 4} 9.811333{col 67}{space 3} 10.21895
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5923

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4580662{col 26}{space 2} .0291796{col 37}{space 1}   15.70{col 46}{space 3}0.000{col 54}{space 4} .4008753{col 67}{space 3} .5152572
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1696478{col 26}{space 2} .0396866{col 37}{space 1}    4.27{col 46}{space 3}0.000{col 54}{space 4} .0918635{col 67}{space 3}  .247432
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01514{col 26}{space 2} .0939574{col 37}{space 1}  106.59{col 46}{space 3}0.000{col 54}{space 4} 9.830986{col 67}{space 3} 10.19929
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  47887.95
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5923

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4580662{col 26}{space 2} .0066178{col 37}{space 1}   69.22{col 46}{space 3}0.000{col 54}{space 4} .4450955{col 67}{space 3} .4710369
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1696478{col 26}{space 2} .0174461{col 37}{space 1}    9.72{col 46}{space 3}0.000{col 54}{space 4} .1354541{col 67}{space 3} .2038414
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01514{col 26}{space 2} .1188842{col 37}{space 1}   84.24{col 46}{space 3}0.000{col 54}{space 4} 9.782131{col 67}{space 3} 10.24815
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  40183.99
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5923

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4580662{col 26}{space 2} .0302813{col 37}{space 1}   15.13{col 46}{space 3}0.000{col 54}{space 4}  .398716{col 67}{space 3} .5174164
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1696478{col 26}{space 2} .0349092{col 37}{space 1}    4.86{col 46}{space 3}0.000{col 54}{space 4} .1012271{col 67}{space 3} .2380685
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01514{col 26}{space 2} .0822593{col 37}{space 1}  121.75{col 46}{space 3}0.000{col 54}{space 4} 9.853914{col 67}{space 3} 10.17636
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,812 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(100 real changes made)
(112 real changes made)
(95,940 real changes made)
(130,932 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5464

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5102609{col 26}{space 2} .0062832{col 37}{space 1}   81.21{col 46}{space 3}0.000{col 54}{space 4} .4979461{col 67}{space 3} .5225757
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2249658{col 26}{space 2} .0169338{col 37}{space 1}   13.29{col 46}{space 3}0.000{col 54}{space 4} .1917761{col 67}{space 3} .2581554
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05566{col 26}{space 2} .0947757{col 37}{space 1}  106.10{col 46}{space 3}0.000{col 54}{space 4} 9.869907{col 67}{space 3} 10.24142
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5464

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5102609{col 26}{space 2} .0255565{col 37}{space 1}   19.97{col 46}{space 3}0.000{col 54}{space 4} .4601712{col 67}{space 3} .5603506
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2249658{col 26}{space 2} .0334613{col 37}{space 1}    6.72{col 46}{space 3}0.000{col 54}{space 4} .1593828{col 67}{space 3} .2905488
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05566{col 26}{space 2} .0569299{col 37}{space 1}  176.63{col 46}{space 3}0.000{col 54}{space 4} 9.944083{col 67}{space 3} 10.16724
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  50613.11
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5464

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5102609{col 26}{space 2} .0065626{col 37}{space 1}   77.75{col 46}{space 3}0.000{col 54}{space 4} .4973984{col 67}{space 3} .5231234
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2249658{col 26}{space 2} .0181675{col 37}{space 1}   12.38{col 46}{space 3}0.000{col 54}{space 4} .1893582{col 67}{space 3} .2605734
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05566{col 26}{space 2}  .095118{col 37}{space 1}  105.72{col 46}{space 3}0.000{col 54}{space 4} 9.869236{col 67}{space 3} 10.24209
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  16272.18
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5464

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5102609{col 26}{space 2} .0296535{col 37}{space 1}   17.21{col 46}{space 3}0.000{col 54}{space 4} .4521411{col 67}{space 3} .5683807
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2249658{col 26}{space 2} .0376561{col 37}{space 1}    5.97{col 46}{space 3}0.000{col 54}{space 4} .1511612{col 67}{space 3} .2987704
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.05566{col 26}{space 2} .0788856{col 37}{space 1}  127.47{col 46}{space 3}0.000{col 54}{space 4} 9.901051{col 67}{space 3} 10.21028
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,344 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(102 real changes made)
(92 real changes made)
(95,364 real changes made)
(130,544 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4353

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4996011{col 26}{space 2} .0064028{col 37}{space 1}   78.03{col 46}{space 3}0.000{col 54}{space 4} .4870518{col 67}{space 3} .5121503
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2118618{col 26}{space 2} .0156485{col 37}{space 1}   13.54{col 46}{space 3}0.000{col 54}{space 4} .1811913{col 67}{space 3} .2425322
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.99151{col 26}{space 2} .0919182{col 37}{space 1}  108.70{col 46}{space 3}0.000{col 54}{space 4} 9.811353{col 67}{space 3} 10.17167
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4353

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4996011{col 26}{space 2} .0276453{col 37}{space 1}   18.07{col 46}{space 3}0.000{col 54}{space 4} .4454173{col 67}{space 3} .5537848
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2118618{col 26}{space 2} .0248261{col 37}{space 1}    8.53{col 46}{space 3}0.000{col 54}{space 4} .1632036{col 67}{space 3} .2605199
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.99151{col 26}{space 2} .0654317{col 37}{space 1}  152.70{col 46}{space 3}0.000{col 54}{space 4} 9.863266{col 67}{space 3} 10.11975
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  54124.44
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4353

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4996011{col 26}{space 2} .0060206{col 37}{space 1}   82.98{col 46}{space 3}0.000{col 54}{space 4} .4878009{col 67}{space 3} .5114013
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2118618{col 26}{space 2} .0165314{col 37}{space 1}   12.82{col 46}{space 3}0.000{col 54}{space 4} .1794608{col 67}{space 3} .2442628
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.99151{col 26}{space 2}  .083737{col 37}{space 1}  119.32{col 46}{space 3}0.000{col 54}{space 4} 9.827388{col 67}{space 3} 10.15563
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  32667.89
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4353

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4996011{col 26}{space 2} .0271545{col 37}{space 1}   18.40{col 46}{space 3}0.000{col 54}{space 4} .4463793{col 67}{space 3} .5528228
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2118618{col 26}{space 2} .0242579{col 37}{space 1}    8.73{col 46}{space 3}0.000{col 54}{space 4} .1643171{col 67}{space 3} .2594064
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  9.99151{col 26}{space 2} .0756413{col 37}{space 1}  132.09{col 46}{space 3}0.000{col 54}{space 4} 9.843256{col 67}{space 3} 10.13976
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(160,586 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(108 real changes made)
(95,028 real changes made)
(129,936 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4223

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5140937{col 26}{space 2} .0059667{col 37}{space 1}   86.16{col 46}{space 3}0.000{col 54}{space 4} .5023991{col 67}{space 3} .5257882
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2010004{col 26}{space 2} .0166579{col 37}{space 1}   12.07{col 46}{space 3}0.000{col 54}{space 4} .1683514{col 67}{space 3} .2336493
{txt}{space 9}itt {c |}{col 14}{res}{space 2}    9.935{col 26}{space 2} .0900302{col 37}{space 1}  110.35{col 46}{space 3}0.000{col 54}{space 4} 9.758544{col 67}{space 3} 10.11146
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4223

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5140937{col 26}{space 2} .0249415{col 37}{space 1}   20.61{col 46}{space 3}0.000{col 54}{space 4} .4652093{col 67}{space 3}  .562978
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2010004{col 26}{space 2} .0246364{col 37}{space 1}    8.16{col 46}{space 3}0.000{col 54}{space 4} .1527139{col 67}{space 3} .2492869
{txt}{space 9}itt {c |}{col 14}{res}{space 2}    9.935{col 26}{space 2} .0624045{col 37}{space 1}  159.20{col 46}{space 3}0.000{col 54}{space 4} 9.812689{col 67}{space 3} 10.05731
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  65430.23
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4223

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5140937{col 26}{space 2} .0052126{col 37}{space 1}   98.63{col 46}{space 3}0.000{col 54}{space 4} .5038773{col 67}{space 3} .5243101
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2010004{col 26}{space 2} .0161731{col 37}{space 1}   12.43{col 46}{space 3}0.000{col 54}{space 4} .1693017{col 67}{space 3}  .232699
{txt}{space 9}itt {c |}{col 14}{res}{space 2}    9.935{col 26}{space 2} .0754826{col 37}{space 1}  131.62{col 46}{space 3}0.000{col 54}{space 4} 9.787056{col 67}{space 3} 10.08294
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  30944.68
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4223

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5140937{col 26}{space 2} .0255657{col 37}{space 1}   20.11{col 46}{space 3}0.000{col 54}{space 4} .4639858{col 67}{space 3} .5642015
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2010004{col 26}{space 2} .0245753{col 37}{space 1}    8.18{col 46}{space 3}0.000{col 54}{space 4} .1528336{col 67}{space 3} .2491672
{txt}{space 9}itt {c |}{col 14}{res}{space 2}    9.935{col 26}{space 2} .0801835{col 37}{space 1}  123.90{col 46}{space 3}0.000{col 54}{space 4} 9.777843{col 67}{space 3} 10.09216
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(159,072 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(110 real changes made)
(124 real changes made)
(94,874 real changes made)
(129,522 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.529

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5118178{col 26}{space 2} .0063666{col 37}{space 1}   80.39{col 46}{space 3}0.000{col 54}{space 4} .4993395{col 67}{space 3} .5242961
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839576{col 26}{space 2} .0169463{col 37}{space 1}   10.86{col 46}{space 3}0.000{col 54}{space 4} .1507434{col 67}{space 3} .2171717
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.900312{col 26}{space 2} .0958942{col 37}{space 1}  103.24{col 46}{space 3}0.000{col 54}{space 4} 9.712363{col 67}{space 3} 10.08826
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.529

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5118178{col 26}{space 2} .0271224{col 37}{space 1}   18.87{col 46}{space 3}0.000{col 54}{space 4}  .458659{col 67}{space 3} .5649767
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839576{col 26}{space 2} .0307712{col 37}{space 1}    5.98{col 46}{space 3}0.000{col 54}{space 4} .1236472{col 67}{space 3} .2442679
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.900312{col 26}{space 2} .1166304{col 37}{space 1}   84.89{col 46}{space 3}0.000{col 54}{space 4}  9.67172{col 67}{space 3}  10.1289
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  44845.77
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.529

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5118178{col 26}{space 2} .0052814{col 37}{space 1}   96.91{col 46}{space 3}0.000{col 54}{space 4} .5014664{col 67}{space 3} .5221692
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839576{col 26}{space 2} .0189797{col 37}{space 1}    9.69{col 46}{space 3}0.000{col 54}{space 4}  .146758{col 67}{space 3} .2211571
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.900312{col 26}{space 2} .0862869{col 37}{space 1}  114.74{col 46}{space 3}0.000{col 54}{space 4} 9.731193{col 67}{space 3} 10.06943
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  13588.67
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.529

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5118178{col 26}{space 2} .0269584{col 37}{space 1}   18.99{col 46}{space 3}0.000{col 54}{space 4} .4589803{col 67}{space 3} .5646553
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839576{col 26}{space 2} .0293341{col 37}{space 1}    6.27{col 46}{space 3}0.000{col 54}{space 4} .1264638{col 67}{space 3} .2414513
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.900312{col 26}{space 2} .1464836{col 37}{space 1}   67.59{col 46}{space 3}0.000{col 54}{space 4} 9.613209{col 67}{space 3} 10.18741
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,830 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(74 real changes made)
(96 real changes made)
(95,108 real changes made)
(131,642 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7366

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5080623{col 26}{space 2} .0069897{col 37}{space 1}   72.69{col 46}{space 3}0.000{col 54}{space 4} .4943628{col 67}{space 3} .5217618
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1943616{col 26}{space 2} .0209183{col 37}{space 1}    9.29{col 46}{space 3}0.000{col 54}{space 4} .1533626{col 67}{space 3} .2353607
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.937388{col 26}{space 2} .1093107{col 37}{space 1}   90.91{col 46}{space 3}0.000{col 54}{space 4} 9.723143{col 67}{space 3} 10.15163
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7366

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5080623{col 26}{space 2} .0272896{col 37}{space 1}   18.62{col 46}{space 3}0.000{col 54}{space 4} .4545756{col 67}{space 3}  .561549
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1943616{col 26}{space 2} .0455035{col 37}{space 1}    4.27{col 46}{space 3}0.000{col 54}{space 4} .1051765{col 67}{space 3} .2835468
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.937388{col 26}{space 2} .1231999{col 37}{space 1}   80.66{col 46}{space 3}0.000{col 54}{space 4} 9.695921{col 67}{space 3} 10.17886
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  51599.16
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7366

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5080623{col 26}{space 2} .0067273{col 37}{space 1}   75.52{col 46}{space 3}0.000{col 54}{space 4}  .494877{col 67}{space 3} .5212477
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1943616{col 26}{space 2} .0201924{col 37}{space 1}    9.63{col 46}{space 3}0.000{col 54}{space 4} .1547853{col 67}{space 3}  .233938
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.937388{col 26}{space 2} .0997003{col 37}{space 1}   99.67{col 46}{space 3}0.000{col 54}{space 4} 9.741979{col 67}{space 3}  10.1328
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  22662.99
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7366

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5080623{col 26}{space 2} .0256295{col 37}{space 1}   19.82{col 46}{space 3}0.000{col 54}{space 4} .4578294{col 67}{space 3} .5582953
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1943616{col 26}{space 2} .0430773{col 37}{space 1}    4.51{col 46}{space 3}0.000{col 54}{space 4} .1099318{col 67}{space 3} .2787915
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.937388{col 26}{space 2} .1555149{col 37}{space 1}   63.90{col 46}{space 3}0.000{col 54}{space 4} 9.632585{col 67}{space 3} 10.24219
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,278 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(112 real changes made)
(126 real changes made)
(95,106 real changes made)
(130,754 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3029

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5404532{col 26}{space 2} .0049211{col 37}{space 1}  109.82{col 46}{space 3}0.000{col 54}{space 4}  .530808{col 67}{space 3} .5500983
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2192561{col 26}{space 2} .0167552{col 37}{space 1}   13.09{col 46}{space 3}0.000{col 54}{space 4} .1864165{col 67}{space 3} .2520957
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.911654{col 26}{space 2} .0819763{col 37}{space 1}  120.91{col 46}{space 3}0.000{col 54}{space 4} 9.750983{col 67}{space 3} 10.07232
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3029

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5404532{col 26}{space 2}  .018105{col 37}{space 1}   29.85{col 46}{space 3}0.000{col 54}{space 4}  .504968{col 67}{space 3} .5759383
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2192561{col 26}{space 2} .0288504{col 37}{space 1}    7.60{col 46}{space 3}0.000{col 54}{space 4} .1627102{col 67}{space 3} .2758019
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.911654{col 26}{space 2} .0584566{col 37}{space 1}  169.56{col 46}{space 3}0.000{col 54}{space 4} 9.797081{col 67}{space 3} 10.02623
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 120581.63
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3029

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5404532{col 26}{space 2} .0054111{col 37}{space 1}   99.88{col 46}{space 3}0.000{col 54}{space 4} .5298476{col 67}{space 3} .5510588
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2192561{col 26}{space 2} .0151556{col 37}{space 1}   14.47{col 46}{space 3}0.000{col 54}{space 4} .1895516{col 67}{space 3} .2489605
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.911654{col 26}{space 2} .0836397{col 37}{space 1}  118.50{col 46}{space 3}0.000{col 54}{space 4} 9.747723{col 67}{space 3} 10.07558
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  38087.59
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3029

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5404532{col 26}{space 2} .0179429{col 37}{space 1}   30.12{col 46}{space 3}0.000{col 54}{space 4} .5052858{col 67}{space 3} .5756206
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2192561{col 26}{space 2} .0238632{col 37}{space 1}    9.19{col 46}{space 3}0.000{col 54}{space 4} .1724851{col 67}{space 3} .2660271
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.911654{col 26}{space 2} .0662074{col 37}{space 1}  149.71{col 46}{space 3}0.000{col 54}{space 4}  9.78189{col 67}{space 3} 10.04142
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,430 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(96 real changes made)
(104 real changes made)
(94,538 real changes made)
(129,824 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4754

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4926946{col 26}{space 2} .0068893{col 37}{space 1}   71.52{col 46}{space 3}0.000{col 54}{space 4} .4791919{col 67}{space 3} .5061973
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2098005{col 26}{space 2} .0138288{col 37}{space 1}   15.17{col 46}{space 3}0.000{col 54}{space 4} .1826966{col 67}{space 3} .2369044
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.978495{col 26}{space 2} .0969916{col 37}{space 1}  102.88{col 46}{space 3}0.000{col 54}{space 4} 9.788395{col 67}{space 3}  10.1686
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4754

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4926946{col 26}{space 2} .0292308{col 37}{space 1}   16.86{col 46}{space 3}0.000{col 54}{space 4} .4354034{col 67}{space 3} .5499858
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2098005{col 26}{space 2} .0274667{col 37}{space 1}    7.64{col 46}{space 3}0.000{col 54}{space 4} .1559668{col 67}{space 3} .2636341
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.978495{col 26}{space 2} .0548457{col 37}{space 1}  181.94{col 46}{space 3}0.000{col 54}{space 4}    9.871{col 67}{space 3} 10.08599
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  54986.16
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4754

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4926946{col 26}{space 2} .0083532{col 37}{space 1}   58.98{col 46}{space 3}0.000{col 54}{space 4} .4763226{col 67}{space 3} .5090666
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2098005{col 26}{space 2}  .013524{col 37}{space 1}   15.51{col 46}{space 3}0.000{col 54}{space 4} .1832939{col 67}{space 3} .2363071
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.978495{col 26}{space 2} .1065958{col 37}{space 1}   93.61{col 46}{space 3}0.000{col 54}{space 4} 9.769571{col 67}{space 3} 10.18742
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  18108.94
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4754

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4926946{col 26}{space 2} .0349451{col 37}{space 1}   14.10{col 46}{space 3}0.000{col 54}{space 4} .4242034{col 67}{space 3} .5611858
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2098005{col 26}{space 2} .0309564{col 37}{space 1}    6.78{col 46}{space 3}0.000{col 54}{space 4} .1491271{col 67}{space 3} .2704739
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.978495{col 26}{space 2}  .088302{col 37}{space 1}  113.00{col 46}{space 3}0.000{col 54}{space 4} 9.805427{col 67}{space 3} 10.15156
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,902 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(108 real changes made)
(110 real changes made)
(94,928 real changes made)
(130,328 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3392

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5597232{col 26}{space 2} .0052438{col 37}{space 1}  106.74{col 46}{space 3}0.000{col 54}{space 4} .5494456{col 67}{space 3} .5700007
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2313669{col 26}{space 2} .0154095{col 37}{space 1}   15.01{col 46}{space 3}0.000{col 54}{space 4} .2011649{col 67}{space 3} .2615689
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.09655{col 26}{space 2}  .084768{col 37}{space 1}  119.11{col 46}{space 3}0.000{col 54}{space 4} 9.930404{col 67}{space 3} 10.26269
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3392

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5597232{col 26}{space 2} .0217931{col 37}{space 1}   25.68{col 46}{space 3}0.000{col 54}{space 4} .5170094{col 67}{space 3} .6024369
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2313669{col 26}{space 2} .0294196{col 37}{space 1}    7.86{col 46}{space 3}0.000{col 54}{space 4} .1737055{col 67}{space 3} .2890284
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.09655{col 26}{space 2} .0771364{col 37}{space 1}  130.89{col 46}{space 3}0.000{col 54}{space 4} 9.945362{col 67}{space 3} 10.24773
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  81528.82
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3392

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5597232{col 26}{space 2} .0056697{col 37}{space 1}   98.72{col 46}{space 3}0.000{col 54}{space 4} .5486108{col 67}{space 3} .5708356
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2313669{col 26}{space 2} .0171598{col 37}{space 1}   13.48{col 46}{space 3}0.000{col 54}{space 4} .1977342{col 67}{space 3} .2649996
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.09655{col 26}{space 2} .0932437{col 37}{space 1}  108.28{col 46}{space 3}0.000{col 54}{space 4} 9.913792{col 67}{space 3}  10.2793
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  49679.31
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3392

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5597232{col 26}{space 2} .0198369{col 37}{space 1}   28.22{col 46}{space 3}0.000{col 54}{space 4} .5208435{col 67}{space 3} .5986028
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2313669{col 26}{space 2} .0281748{col 37}{space 1}    8.21{col 46}{space 3}0.000{col 54}{space 4} .1761453{col 67}{space 3} .2865886
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.09655{col 26}{space 2} .0693584{col 37}{space 1}  145.57{col 46}{space 3}0.000{col 54}{space 4} 9.960607{col 67}{space 3} 10.23249
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,658 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(76 real changes made)
(118 real changes made)
(95,446 real changes made)
(132,174 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4651

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5213115{col 26}{space 2} .0060539{col 37}{space 1}   86.11{col 46}{space 3}0.000{col 54}{space 4} .5094461{col 67}{space 3} .5331768
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2063913{col 26}{space 2} .0187284{col 37}{space 1}   11.02{col 46}{space 3}0.000{col 54}{space 4} .1696844{col 67}{space 3} .2430982
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01603{col 26}{space 2} .0953417{col 37}{space 1}  105.05{col 46}{space 3}0.000{col 54}{space 4} 9.829168{col 67}{space 3}  10.2029
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4651

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5213115{col 26}{space 2} .0250943{col 37}{space 1}   20.77{col 46}{space 3}0.000{col 54}{space 4} .4721275{col 67}{space 3} .5704954
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2063913{col 26}{space 2} .0300618{col 37}{space 1}    6.87{col 46}{space 3}0.000{col 54}{space 4} .1474713{col 67}{space 3} .2653113
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01603{col 26}{space 2} .0689594{col 37}{space 1}  145.25{col 46}{space 3}0.000{col 54}{space 4} 9.880876{col 67}{space 3} 10.15119
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  89279.56
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4651

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5213115{col 26}{space 2} .0067166{col 37}{space 1}   77.62{col 46}{space 3}0.000{col 54}{space 4} .5081472{col 67}{space 3} .5344758
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2063913{col 26}{space 2} .0181253{col 37}{space 1}   11.39{col 46}{space 3}0.000{col 54}{space 4} .1708664{col 67}{space 3} .2419162
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01603{col 26}{space 2} .1168874{col 37}{space 1}   85.69{col 46}{space 3}0.000{col 54}{space 4} 9.786939{col 67}{space 3} 10.24513
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  39213.08
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4651

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5213115{col 26}{space 2} .0225743{col 37}{space 1}   23.09{col 46}{space 3}0.000{col 54}{space 4} .4770667{col 67}{space 3} .5655562
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2063913{col 26}{space 2} .0276414{col 37}{space 1}    7.47{col 46}{space 3}0.000{col 54}{space 4} .1522152{col 67}{space 3} .2605674
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01603{col 26}{space 2} .0772348{col 37}{space 1}  129.68{col 46}{space 3}0.000{col 54}{space 4} 9.864656{col 67}{space 3} 10.16741
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,616 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(94 real changes made)
(112 real changes made)
(94,802 real changes made)
(130,718 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6589

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5096032{col 26}{space 2} .0070486{col 37}{space 1}   72.30{col 46}{space 3}0.000{col 54}{space 4} .4957882{col 67}{space 3} .5234183
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1928015{col 26}{space 2} .0178888{col 37}{space 1}   10.78{col 46}{space 3}0.000{col 54}{space 4} .1577401{col 67}{space 3} .2278628
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.937871{col 26}{space 2} .1055433{col 37}{space 1}   94.16{col 46}{space 3}0.000{col 54}{space 4}  9.73101{col 67}{space 3} 10.14473
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6589

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5096032{col 26}{space 2} .0294356{col 37}{space 1}   17.31{col 46}{space 3}0.000{col 54}{space 4} .4519105{col 67}{space 3}  .567296
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1928015{col 26}{space 2} .0276215{col 37}{space 1}    6.98{col 46}{space 3}0.000{col 54}{space 4} .1386643{col 67}{space 3} .2469386
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.937871{col 26}{space 2} .0718849{col 37}{space 1}  138.25{col 46}{space 3}0.000{col 54}{space 4} 9.796979{col 67}{space 3} 10.07876
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  64079.42
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6589

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5096032{col 26}{space 2} .0069415{col 37}{space 1}   73.41{col 46}{space 3}0.000{col 54}{space 4} .4959981{col 67}{space 3} .5232084
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1928015{col 26}{space 2} .0204403{col 37}{space 1}    9.43{col 46}{space 3}0.000{col 54}{space 4} .1527393{col 67}{space 3} .2328636
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.937871{col 26}{space 2} .0946806{col 37}{space 1}  104.96{col 46}{space 3}0.000{col 54}{space 4} 9.752301{col 67}{space 3} 10.12344
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  32510.48
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6589

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5096032{col 26}{space 2} .0263767{col 37}{space 1}   19.32{col 46}{space 3}0.000{col 54}{space 4} .4579058{col 67}{space 3} .5613007
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1928015{col 26}{space 2} .0231098{col 37}{space 1}    8.34{col 46}{space 3}0.000{col 54}{space 4} .1475072{col 67}{space 3} .2380958
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.937871{col 26}{space 2} .0810383{col 37}{space 1}  122.63{col 46}{space 3}0.000{col 54}{space 4} 9.779039{col 67}{space 3}  10.0967
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,240 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(76 real changes made)
(124 real changes made)
(94,742 real changes made)
(131,238 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.624

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5387521{col 26}{space 2}  .006337{col 37}{space 1}   85.02{col 46}{space 3}0.000{col 54}{space 4} .5263318{col 67}{space 3} .5511723
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2655919{col 26}{space 2} .0197777{col 37}{space 1}   13.43{col 46}{space 3}0.000{col 54}{space 4} .2268283{col 67}{space 3} .3043555
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01973{col 26}{space 2} .1023297{col 37}{space 1}   97.92{col 46}{space 3}0.000{col 54}{space 4} 9.819163{col 67}{space 3} 10.22029
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.624

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5387521{col 26}{space 2} .0279931{col 37}{space 1}   19.25{col 46}{space 3}0.000{col 54}{space 4} .4838866{col 67}{space 3} .5936176
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2655919{col 26}{space 2} .0255937{col 37}{space 1}   10.38{col 46}{space 3}0.000{col 54}{space 4} .2154291{col 67}{space 3} .3157547
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01973{col 26}{space 2} .0504077{col 37}{space 1}  198.77{col 46}{space 3}0.000{col 54}{space 4} 9.920928{col 67}{space 3} 10.11852
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  52417.00
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.624

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5387521{col 26}{space 2}  .006434{col 37}{space 1}   83.74{col 46}{space 3}0.000{col 54}{space 4} .5261416{col 67}{space 3} .5513625
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2655919{col 26}{space 2}  .020405{col 37}{space 1}   13.02{col 46}{space 3}0.000{col 54}{space 4} .2255989{col 67}{space 3} .3055849
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01973{col 26}{space 2} .1026961{col 37}{space 1}   97.57{col 46}{space 3}0.000{col 54}{space 4} 9.818444{col 67}{space 3} 10.22101
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  23273.92
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.624

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5387521{col 26}{space 2} .0293921{col 37}{space 1}   18.33{col 46}{space 3}0.000{col 54}{space 4} .4811446{col 67}{space 3} .5963596
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2655919{col 26}{space 2} .0247995{col 37}{space 1}   10.71{col 46}{space 3}0.000{col 54}{space 4} .2169858{col 67}{space 3}  .314198
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01973{col 26}{space 2} .0696928{col 37}{space 1}  143.77{col 46}{space 3}0.000{col 54}{space 4}  9.88313{col 67}{space 3} 10.15632
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,456 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(74 real changes made)
(110 real changes made)
(95,262 real changes made)
(131,478 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2941

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4879419{col 26}{space 2} .0056041{col 37}{space 1}   87.07{col 46}{space 3}0.000{col 54}{space 4} .4769581{col 67}{space 3} .4989256
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .180735{col 26}{space 2} .0122491{col 37}{space 1}   14.75{col 46}{space 3}0.000{col 54}{space 4} .1567272{col 67}{space 3} .2047428
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.907664{col 26}{space 2} .0831453{col 37}{space 1}  119.16{col 46}{space 3}0.000{col 54}{space 4} 9.744703{col 67}{space 3} 10.07063
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2941

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4879419{col 26}{space 2} .0199221{col 37}{space 1}   24.49{col 46}{space 3}0.000{col 54}{space 4} .4488954{col 67}{space 3} .5269884
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .180735{col 26}{space 2} .0270712{col 37}{space 1}    6.68{col 46}{space 3}0.000{col 54}{space 4} .1276765{col 67}{space 3} .2337935
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.907664{col 26}{space 2} .0817371{col 37}{space 1}  121.21{col 46}{space 3}0.000{col 54}{space 4} 9.747463{col 67}{space 3} 10.06787
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  65639.60
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2941

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4879419{col 26}{space 2} .0046548{col 37}{space 1}  104.83{col 46}{space 3}0.000{col 54}{space 4} .4788186{col 67}{space 3} .4970651
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .180735{col 26}{space 2} .0125771{col 37}{space 1}   14.37{col 46}{space 3}0.000{col 54}{space 4} .1560843{col 67}{space 3} .2053857
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.907664{col 26}{space 2} .0786973{col 37}{space 1}  125.90{col 46}{space 3}0.000{col 54}{space 4} 9.753421{col 67}{space 3} 10.06191
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  29437.54
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2941

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4879419{col 26}{space 2} .0208237{col 37}{space 1}   23.43{col 46}{space 3}0.000{col 54}{space 4} .4471281{col 67}{space 3} .5287556
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .180735{col 26}{space 2} .0324227{col 37}{space 1}    5.57{col 46}{space 3}0.000{col 54}{space 4} .1171876{col 67}{space 3} .2442824
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.907664{col 26}{space 2} .1107556{col 37}{space 1}   89.46{col 46}{space 3}0.000{col 54}{space 4} 9.690587{col 67}{space 3} 10.12474
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,496 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(96 real changes made)
(130 real changes made)
(94,652 real changes made)
(130,948 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.538

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5095951{col 26}{space 2}  .006291{col 37}{space 1}   81.00{col 46}{space 3}0.000{col 54}{space 4} .4972649{col 67}{space 3} .5219252
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2116063{col 26}{space 2} .0156041{col 37}{space 1}   13.56{col 46}{space 3}0.000{col 54}{space 4} .1810228{col 67}{space 3} .2421898
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07319{col 26}{space 2} .0966002{col 37}{space 1}  104.28{col 46}{space 3}0.000{col 54}{space 4} 9.883859{col 67}{space 3} 10.26252
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.538

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5095951{col 26}{space 2} .0255744{col 37}{space 1}   19.93{col 46}{space 3}0.000{col 54}{space 4} .4594701{col 67}{space 3}   .55972
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2116063{col 26}{space 2} .0226471{col 37}{space 1}    9.34{col 46}{space 3}0.000{col 54}{space 4} .1672188{col 67}{space 3} .2559939
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07319{col 26}{space 2} .0733751{col 37}{space 1}  137.28{col 46}{space 3}0.000{col 54}{space 4} 9.929379{col 67}{space 3}   10.217
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  52331.52
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.538

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5095951{col 26}{space 2} .0057432{col 37}{space 1}   88.73{col 46}{space 3}0.000{col 54}{space 4} .4983386{col 67}{space 3} .5208515
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2116063{col 26}{space 2}  .016518{col 37}{space 1}   12.81{col 46}{space 3}0.000{col 54}{space 4} .1792317{col 67}{space 3} .2439809
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07319{col 26}{space 2} .0940997{col 37}{space 1}  107.05{col 46}{space 3}0.000{col 54}{space 4}  9.88876{col 67}{space 3} 10.25762
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  33250.01
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.538

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5095951{col 26}{space 2} .0294184{col 37}{space 1}   17.32{col 46}{space 3}0.000{col 54}{space 4} .4519361{col 67}{space 3} .5672541
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2116063{col 26}{space 2} .0239353{col 37}{space 1}    8.84{col 46}{space 3}0.000{col 54}{space 4}  .164694{col 67}{space 3} .2585186
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07319{col 26}{space 2} .0731156{col 37}{space 1}  137.77{col 46}{space 3}0.000{col 54}{space 4} 9.929888{col 67}{space 3}  10.2165
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,246 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(78 real changes made)
(118 real changes made)
(95,786 real changes made)
(130,222 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5444

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4801307{col 26}{space 2} .0066783{col 37}{space 1}   71.89{col 46}{space 3}0.000{col 54}{space 4} .4670415{col 67}{space 3} .4932198
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1409703{col 26}{space 2} .0162098{col 37}{space 1}    8.70{col 46}{space 3}0.000{col 54}{space 4} .1091998{col 67}{space 3} .1727409
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.892059{col 26}{space 2} .0973267{col 37}{space 1}  101.64{col 46}{space 3}0.000{col 54}{space 4} 9.701302{col 67}{space 3} 10.08282
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5444

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4801307{col 26}{space 2} .0262359{col 37}{space 1}   18.30{col 46}{space 3}0.000{col 54}{space 4} .4287092{col 67}{space 3} .5315522
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1409703{col 26}{space 2} .0373342{col 37}{space 1}    3.78{col 46}{space 3}0.000{col 54}{space 4} .0677967{col 67}{space 3}  .214144
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.892059{col 26}{space 2} .0682759{col 37}{space 1}  144.88{col 46}{space 3}0.000{col 54}{space 4}  9.75824{col 67}{space 3} 10.02588
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  57179.29
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5444

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4801307{col 26}{space 2} .0055259{col 37}{space 1}   86.89{col 46}{space 3}0.000{col 54}{space 4} .4693002{col 67}{space 3} .4909612
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1409703{col 26}{space 2} .0170939{col 37}{space 1}    8.25{col 46}{space 3}0.000{col 54}{space 4} .1074669{col 67}{space 3} .1744738
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.892059{col 26}{space 2} .0950025{col 37}{space 1}  104.12{col 46}{space 3}0.000{col 54}{space 4} 9.705857{col 67}{space 3} 10.07826
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  91476.46
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5444

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4801307{col 26}{space 2} .0252799{col 37}{space 1}   18.99{col 46}{space 3}0.000{col 54}{space 4} .4305829{col 67}{space 3} .5296784
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1409703{col 26}{space 2} .0345147{col 37}{space 1}    4.08{col 46}{space 3}0.000{col 54}{space 4} .0733227{col 67}{space 3}  .208618
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.892059{col 26}{space 2} .0721897{col 37}{space 1}  137.03{col 46}{space 3}0.000{col 54}{space 4} 9.750569{col 67}{space 3} 10.03355
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,424 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(120 real changes made)
(106 real changes made)
(95,364 real changes made)
(130,932 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5515

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5039213{col 26}{space 2} .0059668{col 37}{space 1}   84.45{col 46}{space 3}0.000{col 54}{space 4} .4922267{col 67}{space 3}  .515616
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2020815{col 26}{space 2} .0186911{col 37}{space 1}   10.81{col 46}{space 3}0.000{col 54}{space 4} .1654476{col 67}{space 3} .2387154
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07464{col 26}{space 2} .0997575{col 37}{space 1}  100.99{col 46}{space 3}0.000{col 54}{space 4} 9.879123{col 67}{space 3} 10.27017
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5515

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5039213{col 26}{space 2} .0219603{col 37}{space 1}   22.95{col 46}{space 3}0.000{col 54}{space 4}   .46088{col 67}{space 3} .5469627
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2020815{col 26}{space 2} .0297541{col 37}{space 1}    6.79{col 46}{space 3}0.000{col 54}{space 4} .1437645{col 67}{space 3} .2603985
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07464{col 26}{space 2} .0803627{col 37}{space 1}  125.36{col 46}{space 3}0.000{col 54}{space 4} 9.917136{col 67}{space 3} 10.23215
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  58630.70
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5515

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5039213{col 26}{space 2}  .005285{col 37}{space 1}   95.35{col 46}{space 3}0.000{col 54}{space 4}  .493563{col 67}{space 3} .5142797
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2020815{col 26}{space 2}  .020489{col 37}{space 1}    9.86{col 46}{space 3}0.000{col 54}{space 4} .1619238{col 67}{space 3} .2422392
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07464{col 26}{space 2} .0986141{col 37}{space 1}  102.16{col 46}{space 3}0.000{col 54}{space 4} 9.881364{col 67}{space 3} 10.26792
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  30211.11
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5515

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5039213{col 26}{space 2} .0218208{col 37}{space 1}   23.09{col 46}{space 3}0.000{col 54}{space 4} .4611534{col 67}{space 3} .5466893
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2020815{col 26}{space 2} .0274972{col 37}{space 1}    7.35{col 46}{space 3}0.000{col 54}{space 4}  .148188{col 67}{space 3}  .255975
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.07464{col 26}{space 2} .0946897{col 37}{space 1}  106.40{col 46}{space 3}0.000{col 54}{space 4} 9.889056{col 67}{space 3} 10.26023
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,086 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(102 real changes made)
(148 real changes made)
(95,410 real changes made)
(129,476 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1857

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4924266{col 26}{space 2} .0051843{col 37}{space 1}   94.98{col 46}{space 3}0.000{col 54}{space 4} .4822655{col 67}{space 3} .5025877
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1909599{col 26}{space 2} .0120902{col 37}{space 1}   15.79{col 46}{space 3}0.000{col 54}{space 4} .1672635{col 67}{space 3} .2146563
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.984614{col 26}{space 2} .0755224{col 37}{space 1}  132.21{col 46}{space 3}0.000{col 54}{space 4} 9.836593{col 67}{space 3} 10.13264
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1857

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4924266{col 26}{space 2} .0203605{col 37}{space 1}   24.19{col 46}{space 3}0.000{col 54}{space 4} .4525208{col 67}{space 3} .5323325
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1909599{col 26}{space 2} .0151757{col 37}{space 1}   12.58{col 46}{space 3}0.000{col 54}{space 4} .1612162{col 67}{space 3} .2207036
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.984614{col 26}{space 2} .0571693{col 37}{space 1}  174.65{col 46}{space 3}0.000{col 54}{space 4} 9.872564{col 67}{space 3} 10.09666
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  90989.39
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1857

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4924266{col 26}{space 2}  .004858{col 37}{space 1}  101.36{col 46}{space 3}0.000{col 54}{space 4} .4829051{col 67}{space 3} .5019482
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1909599{col 26}{space 2} .0131766{col 37}{space 1}   14.49{col 46}{space 3}0.000{col 54}{space 4} .1651342{col 67}{space 3} .2167856
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.984614{col 26}{space 2} .0761083{col 37}{space 1}  131.19{col 46}{space 3}0.000{col 54}{space 4} 9.835445{col 67}{space 3} 10.13378
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  38104.63
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.1857

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4924266{col 26}{space 2} .0263681{col 37}{space 1}   18.68{col 46}{space 3}0.000{col 54}{space 4} .4407461{col 67}{space 3} .5441072
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1909599{col 26}{space 2} .0170801{col 37}{space 1}   11.18{col 46}{space 3}0.000{col 54}{space 4} .1574834{col 67}{space 3} .2244364
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.984614{col 26}{space 2} .0582953{col 37}{space 1}  171.28{col 46}{space 3}0.000{col 54}{space 4} 9.870358{col 67}{space 3} 10.09887
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,414 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(94 real changes made)
(104 real changes made)
(95,232 real changes made)
(131,418 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7692

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .483868{col 26}{space 2} .0080769{col 37}{space 1}   59.91{col 46}{space 3}0.000{col 54}{space 4} .4680376{col 67}{space 3} .4996985
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1678403{col 26}{space 2} .0220332{col 37}{space 1}    7.62{col 46}{space 3}0.000{col 54}{space 4} .1246559{col 67}{space 3} .2110246
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.838448{col 26}{space 2} .1132418{col 37}{space 1}   86.88{col 46}{space 3}0.000{col 54}{space 4} 9.616498{col 67}{space 3}  10.0604
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7692

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .483868{col 26}{space 2} .0348528{col 37}{space 1}   13.88{col 46}{space 3}0.000{col 54}{space 4} .4155578{col 67}{space 3} .5521783
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1678403{col 26}{space 2} .0396833{col 37}{space 1}    4.23{col 46}{space 3}0.000{col 54}{space 4} .0900624{col 67}{space 3} .2456181
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.838448{col 26}{space 2} .1300993{col 37}{space 1}   75.62{col 46}{space 3}0.000{col 54}{space 4} 9.583458{col 67}{space 3} 10.09344
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  42793.78
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7692

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .483868{col 26}{space 2} .0074726{col 37}{space 1}   64.75{col 46}{space 3}0.000{col 54}{space 4}  .469222{col 67}{space 3}  .498514
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1678403{col 26}{space 2} .0211181{col 37}{space 1}    7.95{col 46}{space 3}0.000{col 54}{space 4} .1264496{col 67}{space 3} .2092309
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.838448{col 26}{space 2} .1066625{col 37}{space 1}   92.24{col 46}{space 3}0.000{col 54}{space 4} 9.629393{col 67}{space 3}  10.0475
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  16644.15
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7692

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .483868{col 26}{space 2}   .03085{col 37}{space 1}   15.68{col 46}{space 3}0.000{col 54}{space 4} .4234031{col 67}{space 3}  .544333
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1678403{col 26}{space 2} .0351395{col 37}{space 1}    4.78{col 46}{space 3}0.000{col 54}{space 4} .0989682{col 67}{space 3} .2367123
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.838448{col 26}{space 2} .1192807{col 37}{space 1}   82.48{col 46}{space 3}0.000{col 54}{space 4} 9.604662{col 67}{space 3} 10.07223
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,034 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(112 real changes made)
(94,470 real changes made)
(130,166 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7742

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4763534{col 26}{space 2}  .007864{col 37}{space 1}   60.57{col 46}{space 3}0.000{col 54}{space 4} .4609401{col 67}{space 3} .4917666
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1913865{col 26}{space 2} .0186146{col 37}{space 1}   10.28{col 46}{space 3}0.000{col 54}{space 4} .1549026{col 67}{space 3} .2278705
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03703{col 26}{space 2} .1140858{col 37}{space 1}   87.98{col 46}{space 3}0.000{col 54}{space 4} 9.813424{col 67}{space 3} 10.26063
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7742

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4763534{col 26}{space 2} .0326214{col 37}{space 1}   14.60{col 46}{space 3}0.000{col 54}{space 4} .4124166{col 67}{space 3} .5402901
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1913865{col 26}{space 2} .0391078{col 37}{space 1}    4.89{col 46}{space 3}0.000{col 54}{space 4} .1147367{col 67}{space 3} .2680364
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03703{col 26}{space 2} .0744773{col 37}{space 1}  134.77{col 46}{space 3}0.000{col 54}{space 4} 9.891055{col 67}{space 3}   10.183
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  30979.27
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7742

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4763534{col 26}{space 2} .0091065{col 37}{space 1}   52.31{col 46}{space 3}0.000{col 54}{space 4}  .458505{col 67}{space 3} .4942017
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1913865{col 26}{space 2} .0174427{col 37}{space 1}   10.97{col 46}{space 3}0.000{col 54}{space 4} .1571995{col 67}{space 3} .2255736
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03703{col 26}{space 2} .1169478{col 37}{space 1}   85.82{col 46}{space 3}0.000{col 54}{space 4} 9.807815{col 67}{space 3} 10.26624
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  27029.99
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7742

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4763534{col 26}{space 2} .0391748{col 37}{space 1}   12.16{col 46}{space 3}0.000{col 54}{space 4} .3995721{col 67}{space 3} .5531346
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1913865{col 26}{space 2} .0374234{col 37}{space 1}    5.11{col 46}{space 3}0.000{col 54}{space 4}  .118038{col 67}{space 3}  .264735
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03703{col 26}{space 2} .0729788{col 37}{space 1}  137.53{col 46}{space 3}0.000{col 54}{space 4} 9.893992{col 67}{space 3} 10.18006
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,408 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(96 real changes made)
(102 real changes made)
(95,222 real changes made)
(130,660 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7609

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4833774{col 26}{space 2} .0079144{col 37}{space 1}   61.08{col 46}{space 3}0.000{col 54}{space 4} .4678654{col 67}{space 3} .4988894
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1683114{col 26}{space 2} .0200916{col 37}{space 1}    8.38{col 46}{space 3}0.000{col 54}{space 4} .1289326{col 67}{space 3} .2076902
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.968017{col 26}{space 2} .1109188{col 37}{space 1}   89.87{col 46}{space 3}0.000{col 54}{space 4}  9.75062{col 67}{space 3} 10.18541
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7609

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4833774{col 26}{space 2} .0338458{col 37}{space 1}   14.28{col 46}{space 3}0.000{col 54}{space 4} .4170408{col 67}{space 3}  .549714
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1683114{col 26}{space 2} .0445597{col 37}{space 1}    3.78{col 46}{space 3}0.000{col 54}{space 4} .0809759{col 67}{space 3} .2556468
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.968017{col 26}{space 2} .0811742{col 37}{space 1}  122.80{col 46}{space 3}0.000{col 54}{space 4} 9.808918{col 67}{space 3} 10.12712
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  34914.92
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7609

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4833774{col 26}{space 2} .0095195{col 37}{space 1}   50.78{col 46}{space 3}0.000{col 54}{space 4} .4647196{col 67}{space 3} .5020352
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1683114{col 26}{space 2} .0201882{col 37}{space 1}    8.34{col 46}{space 3}0.000{col 54}{space 4} .1287432{col 67}{space 3} .2078795
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.968017{col 26}{space 2} .1231636{col 37}{space 1}   80.93{col 46}{space 3}0.000{col 54}{space 4} 9.726621{col 67}{space 3} 10.20941
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  13026.66
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7609

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4833774{col 26}{space 2} .0355837{col 37}{space 1}   13.58{col 46}{space 3}0.000{col 54}{space 4} .4136346{col 67}{space 3} .5531202
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1683114{col 26}{space 2} .0437891{col 37}{space 1}    3.84{col 46}{space 3}0.000{col 54}{space 4} .0824864{col 67}{space 3} .2541363
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.968017{col 26}{space 2} .0965519{col 37}{space 1}  103.24{col 46}{space 3}0.000{col 54}{space 4} 9.778779{col 67}{space 3} 10.15726
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,068 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(114 real changes made)
(95,978 real changes made)
(131,484 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.515

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5102508{col 26}{space 2} .0065569{col 37}{space 1}   77.82{col 46}{space 3}0.000{col 54}{space 4} .4973996{col 67}{space 3}  .523102
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2147012{col 26}{space 2} .0167269{col 37}{space 1}   12.84{col 46}{space 3}0.000{col 54}{space 4} .1819171{col 67}{space 3} .2474853
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.987036{col 26}{space 2} .0949572{col 37}{space 1}  105.17{col 46}{space 3}0.000{col 54}{space 4} 9.800924{col 67}{space 3} 10.17315
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.515

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5102508{col 26}{space 2} .0294031{col 37}{space 1}   17.35{col 46}{space 3}0.000{col 54}{space 4} .4526218{col 67}{space 3} .5678798
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2147012{col 26}{space 2} .0156862{col 37}{space 1}   13.69{col 46}{space 3}0.000{col 54}{space 4} .1839568{col 67}{space 3} .2454456
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.987036{col 26}{space 2} .0393788{col 37}{space 1}  253.61{col 46}{space 3}0.000{col 54}{space 4} 9.909855{col 67}{space 3} 10.06422
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  60380.32
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.515

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5102508{col 26}{space 2} .0059553{col 37}{space 1}   85.68{col 46}{space 3}0.000{col 54}{space 4} .4985786{col 67}{space 3}  .521923
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2147012{col 26}{space 2} .0170867{col 37}{space 1}   12.57{col 46}{space 3}0.000{col 54}{space 4}  .181212{col 67}{space 3} .2481905
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.987036{col 26}{space 2} .0812131{col 37}{space 1}  122.97{col 46}{space 3}0.000{col 54}{space 4} 9.827861{col 67}{space 3} 10.14621
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  35224.11
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.515

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5102508{col 26}{space 2}  .025565{col 37}{space 1}   19.96{col 46}{space 3}0.000{col 54}{space 4} .4601443{col 67}{space 3} .5603573
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2147012{col 26}{space 2} .0177202{col 37}{space 1}   12.12{col 46}{space 3}0.000{col 54}{space 4} .1799702{col 67}{space 3} .2494322
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.987036{col 26}{space 2} .0548183{col 37}{space 1}  182.18{col 46}{space 3}0.000{col 54}{space 4} 9.879594{col 67}{space 3} 10.09448
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,056 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(78 real changes made)
(128 real changes made)
(94,912 real changes made)
(131,744 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5853

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5241675{col 26}{space 2}  .006654{col 37}{space 1}   78.78{col 46}{space 3}0.000{col 54}{space 4}  .511126{col 67}{space 3}  .537209
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2255778{col 26}{space 2} .0186967{col 37}{space 1}   12.07{col 46}{space 3}0.000{col 54}{space 4} .1889329{col 67}{space 3} .2622226
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0501{col 26}{space 2} .1002135{col 37}{space 1}  100.29{col 46}{space 3}0.000{col 54}{space 4} 9.853681{col 67}{space 3} 10.24651
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5853

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5241675{col 26}{space 2} .0287614{col 37}{space 1}   18.22{col 46}{space 3}0.000{col 54}{space 4} .4677962{col 67}{space 3} .5805388
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2255778{col 26}{space 2} .0273302{col 37}{space 1}    8.25{col 46}{space 3}0.000{col 54}{space 4} .1720115{col 67}{space 3}  .279144
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0501{col 26}{space 2} .0513493{col 37}{space 1}  195.72{col 46}{space 3}0.000{col 54}{space 4} 9.949453{col 67}{space 3} 10.15074
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  81733.60
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5853

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5241675{col 26}{space 2} .0063528{col 37}{space 1}   82.51{col 46}{space 3}0.000{col 54}{space 4} .5117163{col 67}{space 3} .5366187
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2255778{col 26}{space 2} .0228336{col 37}{space 1}    9.88{col 46}{space 3}0.000{col 54}{space 4} .1808247{col 67}{space 3} .2703308
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0501{col 26}{space 2} .1012573{col 37}{space 1}   99.25{col 46}{space 3}0.000{col 54}{space 4} 9.851636{col 67}{space 3} 10.24856
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  16929.21
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5853

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5241675{col 26}{space 2} .0273695{col 37}{space 1}   19.15{col 46}{space 3}0.000{col 54}{space 4} .4705242{col 67}{space 3} .5778108
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2255778{col 26}{space 2} .0247237{col 37}{space 1}    9.12{col 46}{space 3}0.000{col 54}{space 4} .1771203{col 67}{space 3} .2740353
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0501{col 26}{space 2} .0811591{col 37}{space 1}  123.83{col 46}{space 3}0.000{col 54}{space 4} 9.891027{col 67}{space 3} 10.20917
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,212 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(64 real changes made)
(112 real changes made)
(94,790 real changes made)
(129,672 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6723

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .476681{col 26}{space 2} .0070299{col 37}{space 1}   67.81{col 46}{space 3}0.000{col 54}{space 4} .4629026{col 67}{space 3} .4904594
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1910766{col 26}{space 2} .0208785{col 37}{space 1}    9.15{col 46}{space 3}0.000{col 54}{space 4} .1501555{col 67}{space 3} .2319977
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06052{col 26}{space 2} .1033997{col 37}{space 1}   97.30{col 46}{space 3}0.000{col 54}{space 4} 9.857856{col 67}{space 3} 10.26318
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6723

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .476681{col 26}{space 2} .0302137{col 37}{space 1}   15.78{col 46}{space 3}0.000{col 54}{space 4} .4174632{col 67}{space 3} .5358988
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1910766{col 26}{space 2} .0389856{col 37}{space 1}    4.90{col 46}{space 3}0.000{col 54}{space 4} .1146663{col 67}{space 3} .2674869
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06052{col 26}{space 2} .0569509{col 37}{space 1}  176.65{col 46}{space 3}0.000{col 54}{space 4} 9.948894{col 67}{space 3} 10.17214
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  50072.25
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6723

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .476681{col 26}{space 2} .0080841{col 37}{space 1}   58.97{col 46}{space 3}0.000{col 54}{space 4} .4608364{col 67}{space 3} .4925256
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1910766{col 26}{space 2} .0219311{col 37}{space 1}    8.71{col 46}{space 3}0.000{col 54}{space 4} .1480924{col 67}{space 3} .2340609
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06052{col 26}{space 2} .1014457{col 37}{space 1}   99.17{col 46}{space 3}0.000{col 54}{space 4} 9.861686{col 67}{space 3} 10.25935
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  25256.23
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6723

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .476681{col 26}{space 2} .0329681{col 37}{space 1}   14.46{col 46}{space 3}0.000{col 54}{space 4} .4120648{col 67}{space 3} .5412972
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1910766{col 26}{space 2} .0506828{col 37}{space 1}    3.77{col 46}{space 3}0.000{col 54}{space 4} .0917402{col 67}{space 3} .2904131
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.06052{col 26}{space 2} .1018863{col 37}{space 1}   98.74{col 46}{space 3}0.000{col 54}{space 4} 9.860822{col 67}{space 3} 10.26021
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(157,602 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(98 real changes made)
(120 real changes made)
(94,694 real changes made)
(129,218 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4311

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4157091{col 26}{space 2} .0072254{col 37}{space 1}   57.53{col 46}{space 3}0.000{col 54}{space 4} .4015476{col 67}{space 3} .4298707
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1575382{col 26}{space 2} .0138687{col 37}{space 1}   11.36{col 46}{space 3}0.000{col 54}{space 4} .1303559{col 67}{space 3} .1847204
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03685{col 26}{space 2} .0904142{col 37}{space 1}  111.01{col 46}{space 3}0.000{col 54}{space 4} 9.859637{col 67}{space 3} 10.21405
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4311

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4157091{col 26}{space 2} .0303817{col 37}{space 1}   13.68{col 46}{space 3}0.000{col 54}{space 4} .3561621{col 67}{space 3} .4752562
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1575382{col 26}{space 2} .0253101{col 37}{space 1}    6.22{col 46}{space 3}0.000{col 54}{space 4} .1079313{col 67}{space 3}  .207145
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03685{col 26}{space 2}  .053615{col 37}{space 1}  187.20{col 46}{space 3}0.000{col 54}{space 4} 9.931762{col 67}{space 3} 10.14193
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  43007.06
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4311

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4157091{col 26}{space 2} .0077914{col 37}{space 1}   53.35{col 46}{space 3}0.000{col 54}{space 4} .4004382{col 67}{space 3} .4309801
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1575382{col 26}{space 2} .0107963{col 37}{space 1}   14.59{col 46}{space 3}0.000{col 54}{space 4} .1363778{col 67}{space 3} .1786985
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03685{col 26}{space 2} .0958219{col 37}{space 1}  104.74{col 46}{space 3}0.000{col 54}{space 4} 9.849038{col 67}{space 3} 10.22465
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  56443.30
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4311

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4157091{col 26}{space 2} .0332528{col 37}{space 1}   12.50{col 46}{space 3}0.000{col 54}{space 4} .3505348{col 67}{space 3} .4808835
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1575382{col 26}{space 2} .0260067{col 37}{space 1}    6.06{col 46}{space 3}0.000{col 54}{space 4} .1065659{col 67}{space 3} .2085104
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03685{col 26}{space 2} .0455997{col 37}{space 1}  220.11{col 46}{space 3}0.000{col 54}{space 4} 9.947472{col 67}{space 3} 10.12622
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(156,694 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(122 real changes made)
(94,974 real changes made)
(128,972 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6687

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4925398{col 26}{space 2} .0075002{col 37}{space 1}   65.67{col 46}{space 3}0.000{col 54}{space 4} .4778398{col 67}{space 3} .5072398
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2066027{col 26}{space 2} .0214856{col 37}{space 1}    9.62{col 46}{space 3}0.000{col 54}{space 4} .1644917{col 67}{space 3} .2487137
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.876595{col 26}{space 2} .1056778{col 37}{space 1}   93.46{col 46}{space 3}0.000{col 54}{space 4} 9.669471{col 67}{space 3} 10.08372
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6687

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4925398{col 26}{space 2} .0332459{col 37}{space 1}   14.82{col 46}{space 3}0.000{col 54}{space 4}  .427379{col 67}{space 3} .5577006
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2066027{col 26}{space 2} .0408409{col 37}{space 1}    5.06{col 46}{space 3}0.000{col 54}{space 4}  .126556{col 67}{space 3} .2866493
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.876595{col 26}{space 2} .0640079{col 37}{space 1}  154.30{col 46}{space 3}0.000{col 54}{space 4} 9.751142{col 67}{space 3} 10.00205
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  46452.56
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6687

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4925398{col 26}{space 2} .0075187{col 37}{space 1}   65.51{col 46}{space 3}0.000{col 54}{space 4} .4778033{col 67}{space 3} .5072762
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2066027{col 26}{space 2} .0232915{col 37}{space 1}    8.87{col 46}{space 3}0.000{col 54}{space 4} .1609521{col 67}{space 3} .2522533
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.876595{col 26}{space 2} .1103802{col 37}{space 1}   89.48{col 46}{space 3}0.000{col 54}{space 4} 9.660254{col 67}{space 3} 10.09294
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  21236.69
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6687

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4925398{col 26}{space 2} .0320588{col 37}{space 1}   15.36{col 46}{space 3}0.000{col 54}{space 4} .4297057{col 67}{space 3} .5553739
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2066027{col 26}{space 2} .0382291{col 37}{space 1}    5.40{col 46}{space 3}0.000{col 54}{space 4}  .131675{col 67}{space 3} .2815303
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.876595{col 26}{space 2} .0898443{col 37}{space 1}  109.93{col 46}{space 3}0.000{col 54}{space 4} 9.700504{col 67}{space 3} 10.05269
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(160,422 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(108 real changes made)
(120 real changes made)
(94,850 real changes made)
(129,304 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6597

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4451841{col 26}{space 2} .0089537{col 37}{space 1}   49.72{col 46}{space 3}0.000{col 54}{space 4} .4276351{col 67}{space 3} .4627331
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .150713{col 26}{space 2} .0162371{col 37}{space 1}    9.28{col 46}{space 3}0.000{col 54}{space 4} .1188888{col 67}{space 3} .1825373
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.857063{col 26}{space 2} .1030237{col 37}{space 1}   95.68{col 46}{space 3}0.000{col 54}{space 4}  9.65514{col 67}{space 3} 10.05899
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6597

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4451841{col 26}{space 2} .0457142{col 37}{space 1}    9.74{col 46}{space 3}0.000{col 54}{space 4} .3555859{col 67}{space 3} .5347823
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .150713{col 26}{space 2}  .019725{col 37}{space 1}    7.64{col 46}{space 3}0.000{col 54}{space 4} .1120527{col 67}{space 3} .1893733
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.857063{col 26}{space 2} .0908949{col 37}{space 1}  108.44{col 46}{space 3}0.000{col 54}{space 4} 9.678912{col 67}{space 3} 10.03521
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  48162.74
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6597

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4451841{col 26}{space 2} .0099919{col 37}{space 1}   44.55{col 46}{space 3}0.000{col 54}{space 4} .4256002{col 67}{space 3}  .464768
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .150713{col 26}{space 2} .0157591{col 37}{space 1}    9.56{col 46}{space 3}0.000{col 54}{space 4} .1198259{col 67}{space 3} .1816002
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.857063{col 26}{space 2} .1039598{col 37}{space 1}   94.82{col 46}{space 3}0.000{col 54}{space 4} 9.653305{col 67}{space 3} 10.06082
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  33633.15
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6597

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4451841{col 26}{space 2} .0574472{col 37}{space 1}    7.75{col 46}{space 3}0.000{col 54}{space 4} .3325897{col 67}{space 3} .5577785
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .150713{col 26}{space 2} .0185504{col 37}{space 1}    8.12{col 46}{space 3}0.000{col 54}{space 4}  .114355{col 67}{space 3} .1870711
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.857063{col 26}{space 2} .1368933{col 37}{space 1}   72.01{col 46}{space 3}0.000{col 54}{space 4} 9.588757{col 67}{space 3} 10.12537
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,462 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(66 real changes made)
(124 real changes made)
(94,978 real changes made)
(130,224 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.0734

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5315639{col 26}{space 2} .0041925{col 37}{space 1}  126.79{col 46}{space 3}0.000{col 54}{space 4} .5233468{col 67}{space 3}  .539781
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .216509{col 26}{space 2} .0117435{col 37}{space 1}   18.44{col 46}{space 3}0.000{col 54}{space 4} .1934921{col 67}{space 3} .2395259
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02605{col 26}{space 2} .0667672{col 37}{space 1}  150.16{col 46}{space 3}0.000{col 54}{space 4} 9.895188{col 67}{space 3} 10.15691
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.0734

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5315639{col 26}{space 2} .0141145{col 37}{space 1}   37.66{col 46}{space 3}0.000{col 54}{space 4}    .5039{col 67}{space 3} .5592278
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .216509{col 26}{space 2} .0163779{col 37}{space 1}   13.22{col 46}{space 3}0.000{col 54}{space 4} .1844088{col 67}{space 3} .2486092
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02605{col 26}{space 2} .0425973{col 37}{space 1}  235.37{col 46}{space 3}0.000{col 54}{space 4}  9.94256{col 67}{space 3} 10.10954
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 119069.80
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.0734

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5315639{col 26}{space 2} .0049999{col 37}{space 1}  106.31{col 46}{space 3}0.000{col 54}{space 4} .5217643{col 67}{space 3} .5413635
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .216509{col 26}{space 2} .0121102{col 37}{space 1}   17.88{col 46}{space 3}0.000{col 54}{space 4} .1927735{col 67}{space 3} .2402445
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02605{col 26}{space 2} .0711469{col 37}{space 1}  140.92{col 46}{space 3}0.000{col 54}{space 4} 9.886603{col 67}{space 3} 10.16549
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  71554.72
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.0734

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5315639{col 26}{space 2} .0133764{col 37}{space 1}   39.74{col 46}{space 3}0.000{col 54}{space 4} .5053467{col 67}{space 3} .5577811
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .216509{col 26}{space 2} .0143111{col 37}{space 1}   15.13{col 46}{space 3}0.000{col 54}{space 4} .1884597{col 67}{space 3} .2445583
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02605{col 26}{space 2} .0464402{col 37}{space 1}  215.89{col 46}{space 3}0.000{col 54}{space 4} 9.935028{col 67}{space 3} 10.11707
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,214 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(126 real changes made)
(94,662 real changes made)
(130,690 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7057

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4556961{col 26}{space 2} .0080313{col 37}{space 1}   56.74{col 46}{space 3}0.000{col 54}{space 4}  .439955{col 67}{space 3} .4714372
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1833128{col 26}{space 2} .0210284{col 37}{space 1}    8.72{col 46}{space 3}0.000{col 54}{space 4} .1420978{col 67}{space 3} .2245277
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01393{col 26}{space 2} .1086002{col 37}{space 1}   92.21{col 46}{space 3}0.000{col 54}{space 4}  9.80108{col 67}{space 3} 10.22679
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7057

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4556961{col 26}{space 2}  .034288{col 37}{space 1}   13.29{col 46}{space 3}0.000{col 54}{space 4} .3884928{col 67}{space 3} .5228994
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1833128{col 26}{space 2} .0429182{col 37}{space 1}    4.27{col 46}{space 3}0.000{col 54}{space 4} .0991946{col 67}{space 3} .2674309
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01393{col 26}{space 2} .0763387{col 37}{space 1}  131.18{col 46}{space 3}0.000{col 54}{space 4} 9.864312{col 67}{space 3} 10.16355
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  42874.28
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7057

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4556961{col 26}{space 2} .0082409{col 37}{space 1}   55.30{col 46}{space 3}0.000{col 54}{space 4} .4395441{col 67}{space 3}  .471848
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1833128{col 26}{space 2} .0215008{col 37}{space 1}    8.53{col 46}{space 3}0.000{col 54}{space 4}  .141172{col 67}{space 3} .2254536
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01393{col 26}{space 2} .1145178{col 37}{space 1}   87.44{col 46}{space 3}0.000{col 54}{space 4} 9.789482{col 67}{space 3} 10.23838
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  21444.21
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7057

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4556961{col 26}{space 2} .0410456{col 37}{space 1}   11.10{col 46}{space 3}0.000{col 54}{space 4} .3752482{col 67}{space 3}  .536144
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1833128{col 26}{space 2} .0530897{col 37}{space 1}    3.45{col 46}{space 3}0.001{col 54}{space 4} .0792589{col 67}{space 3} .2873666
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01393{col 26}{space 2} .0859653{col 37}{space 1}  116.49{col 46}{space 3}0.000{col 54}{space 4} 9.845444{col 67}{space 3} 10.18242
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,720 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(94 real changes made)
(118 real changes made)
(94,524 real changes made)
(130,854 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9621

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4731493{col 26}{space 2} .0090925{col 37}{space 1}   52.04{col 46}{space 3}0.000{col 54}{space 4} .4553284{col 67}{space 3} .4909703
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2137304{col 26}{space 2} .0252695{col 37}{space 1}    8.46{col 46}{space 3}0.000{col 54}{space 4} .1642031{col 67}{space 3} .2632578
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02995{col 26}{space 2}  .121963{col 37}{space 1}   82.24{col 46}{space 3}0.000{col 54}{space 4} 9.790904{col 67}{space 3} 10.26899
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9621

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4731493{col 26}{space 2} .0415543{col 37}{space 1}   11.39{col 46}{space 3}0.000{col 54}{space 4} .3917044{col 67}{space 3} .5545943
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2137304{col 26}{space 2} .0379167{col 37}{space 1}    5.64{col 46}{space 3}0.000{col 54}{space 4} .1394151{col 67}{space 3} .2880457
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02995{col 26}{space 2} .0537826{col 37}{space 1}  186.49{col 46}{space 3}0.000{col 54}{space 4} 9.924535{col 67}{space 3} 10.13536
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  33437.30
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9621

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4731493{col 26}{space 2} .0073681{col 37}{space 1}   64.22{col 46}{space 3}0.000{col 54}{space 4}  .458708{col 67}{space 3} .4875906
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2137304{col 26}{space 2}  .028115{col 37}{space 1}    7.60{col 46}{space 3}0.000{col 54}{space 4} .1586261{col 67}{space 3} .2688348
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02995{col 26}{space 2} .1183589{col 37}{space 1}   84.74{col 46}{space 3}0.000{col 54}{space 4} 9.797968{col 67}{space 3} 10.26193
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  14219.74
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.9621

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4731493{col 26}{space 2} .0401698{col 37}{space 1}   11.78{col 46}{space 3}0.000{col 54}{space 4} .3944179{col 67}{space 3} .5518807
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2137304{col 26}{space 2} .0387926{col 37}{space 1}    5.51{col 46}{space 3}0.000{col 54}{space 4} .1376984{col 67}{space 3} .2897624
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.02995{col 26}{space 2} .0916997{col 37}{space 1}  109.38{col 46}{space 3}0.000{col 54}{space 4} 9.850219{col 67}{space 3} 10.20968
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(170,486 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(80 real changes made)
(136 real changes made)
(94,978 real changes made)
(131,560 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3916

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5326136{col 26}{space 2} .0052655{col 37}{space 1}  101.15{col 46}{space 3}0.000{col 54}{space 4} .5222933{col 67}{space 3} .5429339
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2477013{col 26}{space 2} .0166439{col 37}{space 1}   14.88{col 46}{space 3}0.000{col 54}{space 4} .2150799{col 67}{space 3} .2803226
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04253{col 26}{space 2} .0872348{col 37}{space 1}  115.12{col 46}{space 3}0.000{col 54}{space 4} 9.871549{col 67}{space 3}  10.2135
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3916

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5326136{col 26}{space 2} .0196414{col 37}{space 1}   27.12{col 46}{space 3}0.000{col 54}{space 4} .4941172{col 67}{space 3}   .57111
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2477013{col 26}{space 2} .0256643{col 37}{space 1}    9.65{col 46}{space 3}0.000{col 54}{space 4} .1974001{col 67}{space 3} .2980024
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04253{col 26}{space 2} .0532951{col 37}{space 1}  188.43{col 46}{space 3}0.000{col 54}{space 4} 9.938069{col 67}{space 3} 10.14698
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  83764.13
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3916

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5326136{col 26}{space 2} .0051338{col 37}{space 1}  103.75{col 46}{space 3}0.000{col 54}{space 4} .5225516{col 67}{space 3} .5426756
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2477013{col 26}{space 2} .0176927{col 37}{space 1}   14.00{col 46}{space 3}0.000{col 54}{space 4} .2130242{col 67}{space 3} .2823784
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04253{col 26}{space 2} .0906043{col 37}{space 1}  110.84{col 46}{space 3}0.000{col 54}{space 4} 9.864944{col 67}{space 3} 10.22011
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  41299.39
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3916

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5326136{col 26}{space 2} .0219146{col 37}{space 1}   24.30{col 46}{space 3}0.000{col 54}{space 4} .4896618{col 67}{space 3} .5755654
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2477013{col 26}{space 2} .0262875{col 37}{space 1}    9.42{col 46}{space 3}0.000{col 54}{space 4} .1961787{col 67}{space 3} .2992238
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.04253{col 26}{space 2} .0611637{col 37}{space 1}  164.19{col 46}{space 3}0.000{col 54}{space 4} 9.922647{col 67}{space 3}  10.1624
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(158,052 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(66 real changes made)
(94 real changes made)
(95,464 real changes made)
(128,874 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5408

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5287118{col 26}{space 2} .0062882{col 37}{space 1}   84.08{col 46}{space 3}0.000{col 54}{space 4} .5163871{col 67}{space 3} .5410365
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .216675{col 26}{space 2} .0163528{col 37}{space 1}   13.25{col 46}{space 3}0.000{col 54}{space 4}  .184624{col 67}{space 3} .2487259
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03132{col 26}{space 2} .1007152{col 37}{space 1}   99.60{col 46}{space 3}0.000{col 54}{space 4} 9.833926{col 67}{space 3} 10.22872
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5408

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5287118{col 26}{space 2} .0263916{col 37}{space 1}   20.03{col 46}{space 3}0.000{col 54}{space 4} .4769852{col 67}{space 3} .5804384
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .216675{col 26}{space 2} .0278461{col 37}{space 1}    7.78{col 46}{space 3}0.000{col 54}{space 4} .1620976{col 67}{space 3} .2712523
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03132{col 26}{space 2} .0606214{col 37}{space 1}  165.48{col 46}{space 3}0.000{col 54}{space 4} 9.912508{col 67}{space 3} 10.15014
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  76893.27
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5408

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5287118{col 26}{space 2} .0059663{col 37}{space 1}   88.62{col 46}{space 3}0.000{col 54}{space 4}  .517018{col 67}{space 3} .5404056
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .216675{col 26}{space 2} .0170989{col 37}{space 1}   12.67{col 46}{space 3}0.000{col 54}{space 4} .1831617{col 67}{space 3} .2501883
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03132{col 26}{space 2} .0959381{col 37}{space 1}  104.56{col 46}{space 3}0.000{col 54}{space 4} 9.843289{col 67}{space 3} 10.21936
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  24995.85
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5408

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5287118{col 26}{space 2} .0239972{col 37}{space 1}   22.03{col 46}{space 3}0.000{col 54}{space 4} .4816782{col 67}{space 3} .5757454
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .216675{col 26}{space 2} .0240916{col 37}{space 1}    8.99{col 46}{space 3}0.000{col 54}{space 4} .1694563{col 67}{space 3} .2638937
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03132{col 26}{space 2} .0808193{col 37}{space 1}  124.12{col 46}{space 3}0.000{col 54}{space 4} 9.872921{col 67}{space 3} 10.18973
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(160,786 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(72 real changes made)
(116 real changes made)
(94,588 real changes made)
(130,084 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4517

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4991941{col 26}{space 2} .0064422{col 37}{space 1}   77.49{col 46}{space 3}0.000{col 54}{space 4} .4865676{col 67}{space 3} .5118206
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2197982{col 26}{space 2} .0166861{col 37}{space 1}   13.17{col 46}{space 3}0.000{col 54}{space 4} .1870941{col 67}{space 3} .2525023
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00971{col 26}{space 2} .0930639{col 37}{space 1}  107.56{col 46}{space 3}0.000{col 54}{space 4} 9.827309{col 67}{space 3} 10.19211
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4517

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4991941{col 26}{space 2} .0264074{col 37}{space 1}   18.90{col 46}{space 3}0.000{col 54}{space 4} .4474365{col 67}{space 3} .5509517
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2197982{col 26}{space 2} .0187992{col 37}{space 1}   11.69{col 46}{space 3}0.000{col 54}{space 4} .1829525{col 67}{space 3} .2566439
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00971{col 26}{space 2} .0469306{col 37}{space 1}  213.29{col 46}{space 3}0.000{col 54}{space 4} 9.917728{col 67}{space 3} 10.10169
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  72127.36
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4517

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4991941{col 26}{space 2} .0061638{col 37}{space 1}   80.99{col 46}{space 3}0.000{col 54}{space 4} .4871133{col 67}{space 3} .5112748
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2197982{col 26}{space 2} .0159328{col 37}{space 1}   13.80{col 46}{space 3}0.000{col 54}{space 4} .1885706{col 67}{space 3} .2510258
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00971{col 26}{space 2} .0971228{col 37}{space 1}  103.06{col 46}{space 3}0.000{col 54}{space 4} 9.819353{col 67}{space 3} 10.20007
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  48057.75
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4517

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4991941{col 26}{space 2} .0257227{col 37}{space 1}   19.41{col 46}{space 3}0.000{col 54}{space 4} .4487785{col 67}{space 3} .5496097
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2197982{col 26}{space 2} .0198383{col 37}{space 1}   11.08{col 46}{space 3}0.000{col 54}{space 4} .1809158{col 67}{space 3} .2586806
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.00971{col 26}{space 2} .0485118{col 37}{space 1}  206.34{col 46}{space 3}0.000{col 54}{space 4} 9.914629{col 67}{space 3} 10.10479
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,982 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(116 real changes made)
(94,968 real changes made)
(129,852 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6183

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5475994{col 26}{space 2} .0059439{col 37}{space 1}   92.13{col 46}{space 3}0.000{col 54}{space 4} .5359495{col 67}{space 3} .5592494
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2686554{col 26}{space 2} .0165911{col 37}{space 1}   16.19{col 46}{space 3}0.000{col 54}{space 4} .2361373{col 67}{space 3} .3011734
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.12717{col 26}{space 2} .1046759{col 37}{space 1}   96.75{col 46}{space 3}0.000{col 54}{space 4} 9.922007{col 67}{space 3} 10.33233
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6183

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5475994{col 26}{space 2} .0236042{col 37}{space 1}   23.20{col 46}{space 3}0.000{col 54}{space 4} .5013361{col 67}{space 3} .5938628
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2686554{col 26}{space 2} .0250288{col 37}{space 1}   10.73{col 46}{space 3}0.000{col 54}{space 4} .2195997{col 67}{space 3}  .317711
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.12717{col 26}{space 2} .0598593{col 37}{space 1}  169.18{col 46}{space 3}0.000{col 54}{space 4} 10.00985{col 67}{space 3} 10.24449
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  59211.00
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6183

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5475994{col 26}{space 2} .0059579{col 37}{space 1}   91.91{col 46}{space 3}0.000{col 54}{space 4} .5359222{col 67}{space 3} .5592767
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2686554{col 26}{space 2} .0155516{col 37}{space 1}   17.28{col 46}{space 3}0.000{col 54}{space 4} .2381748{col 67}{space 3}  .299136
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.12717{col 26}{space 2} .1046428{col 37}{space 1}   96.78{col 46}{space 3}0.000{col 54}{space 4} 9.922071{col 67}{space 3} 10.33226
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  17806.57
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6183

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5475994{col 26}{space 2} .0202275{col 37}{space 1}   27.07{col 46}{space 3}0.000{col 54}{space 4} .5079543{col 67}{space 3} .5872446
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2686554{col 26}{space 2} .0204385{col 37}{space 1}   13.14{col 46}{space 3}0.000{col 54}{space 4} .2285966{col 67}{space 3} .3087142
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.12717{col 26}{space 2}  .088741{col 37}{space 1}  114.12{col 46}{space 3}0.000{col 54}{space 4} 9.953238{col 67}{space 3}  10.3011
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,764 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(124 real changes made)
(95,164 real changes made)
(131,054 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.618

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4682567{col 26}{space 2}  .007249{col 37}{space 1}   64.60{col 46}{space 3}0.000{col 54}{space 4} .4540488{col 67}{space 3} .4824645
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1900747{col 26}{space 2} .0188045{col 37}{space 1}   10.11{col 46}{space 3}0.000{col 54}{space 4} .1532186{col 67}{space 3} .2269308
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.996424{col 26}{space 2} .1037014{col 37}{space 1}   96.40{col 46}{space 3}0.000{col 54}{space 4} 9.793172{col 67}{space 3} 10.19967
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.618

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4682567{col 26}{space 2} .0294141{col 37}{space 1}   15.92{col 46}{space 3}0.000{col 54}{space 4} .4106061{col 67}{space 3} .5259072
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1900747{col 26}{space 2} .0337521{col 37}{space 1}    5.63{col 46}{space 3}0.000{col 54}{space 4} .1239219{col 67}{space 3} .2562276
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.996424{col 26}{space 2} .0558218{col 37}{space 1}  179.08{col 46}{space 3}0.000{col 54}{space 4} 9.887015{col 67}{space 3} 10.10583
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  43033.67
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.618

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4682567{col 26}{space 2} .0064634{col 37}{space 1}   72.45{col 46}{space 3}0.000{col 54}{space 4} .4555887{col 67}{space 3} .4809246
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1900747{col 26}{space 2} .0209783{col 37}{space 1}    9.06{col 46}{space 3}0.000{col 54}{space 4}  .148958{col 67}{space 3} .2311915
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.996424{col 26}{space 2}  .091404{col 37}{space 1}  109.37{col 46}{space 3}0.000{col 54}{space 4} 9.817275{col 67}{space 3} 10.17557
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  48247.24
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.618

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4682567{col 26}{space 2} .0298729{col 37}{space 1}   15.67{col 46}{space 3}0.000{col 54}{space 4} .4097068{col 67}{space 3} .5268065
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1900747{col 26}{space 2} .0315079{col 37}{space 1}    6.03{col 46}{space 3}0.000{col 54}{space 4} .1283205{col 67}{space 3}  .251829
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.996424{col 26}{space 2} .0690469{col 37}{space 1}  144.78{col 46}{space 3}0.000{col 54}{space 4} 9.861094{col 67}{space 3} 10.13175
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,252 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(104 real changes made)
(95,660 real changes made)
(131,150 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5756

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4892264{col 26}{space 2} .0067557{col 37}{space 1}   72.42{col 46}{space 3}0.000{col 54}{space 4} .4759853{col 67}{space 3} .5024674
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1654368{col 26}{space 2} .0169783{col 37}{space 1}    9.74{col 46}{space 3}0.000{col 54}{space 4} .1321599{col 67}{space 3} .1987137
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.863746{col 26}{space 2} .0985276{col 37}{space 1}  100.11{col 46}{space 3}0.000{col 54}{space 4} 9.670636{col 67}{space 3} 10.05686
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5756

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4892264{col 26}{space 2}  .026114{col 37}{space 1}   18.73{col 46}{space 3}0.000{col 54}{space 4} .4380439{col 67}{space 3} .5404088
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1654368{col 26}{space 2} .0349154{col 37}{space 1}    4.74{col 46}{space 3}0.000{col 54}{space 4}  .097004{col 67}{space 3} .2338696
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.863746{col 26}{space 2} .0808401{col 37}{space 1}  122.02{col 46}{space 3}0.000{col 54}{space 4} 9.705303{col 67}{space 3} 10.02219
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  50599.06
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5756

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4892264{col 26}{space 2} .0070695{col 37}{space 1}   69.20{col 46}{space 3}0.000{col 54}{space 4} .4753704{col 67}{space 3} .5030824
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1654368{col 26}{space 2} .0160268{col 37}{space 1}   10.32{col 46}{space 3}0.000{col 54}{space 4} .1340248{col 67}{space 3} .1968488
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.863746{col 26}{space 2} .1108062{col 37}{space 1}   89.02{col 46}{space 3}0.000{col 54}{space 4}  9.64657{col 67}{space 3} 10.08092
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  47409.84
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5756

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4892264{col 26}{space 2} .0243227{col 37}{space 1}   20.11{col 46}{space 3}0.000{col 54}{space 4} .4415548{col 67}{space 3}  .536898
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1654368{col 26}{space 2} .0338012{col 37}{space 1}    4.89{col 46}{space 3}0.000{col 54}{space 4} .0991877{col 67}{space 3} .2316859
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.863746{col 26}{space 2}  .104946{col 37}{space 1}   93.99{col 46}{space 3}0.000{col 54}{space 4} 9.658056{col 67}{space 3} 10.06944
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(160,070 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(110 real changes made)
(94,288 real changes made)
(129,466 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4655

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5324927{col 26}{space 2} .0061477{col 37}{space 1}   86.62{col 46}{space 3}0.000{col 54}{space 4} .5204434{col 67}{space 3}  .544542
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2434602{col 26}{space 2} .0160234{col 37}{space 1}   15.19{col 46}{space 3}0.000{col 54}{space 4} .2120549{col 67}{space 3} .2748656
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.988837{col 26}{space 2} .0921456{col 37}{space 1}  108.40{col 46}{space 3}0.000{col 54}{space 4} 9.808235{col 67}{space 3} 10.16944
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4655

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5324927{col 26}{space 2} .0261429{col 37}{space 1}   20.37{col 46}{space 3}0.000{col 54}{space 4} .4812536{col 67}{space 3} .5837318
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2434602{col 26}{space 2} .0269049{col 37}{space 1}    9.05{col 46}{space 3}0.000{col 54}{space 4} .1907275{col 67}{space 3}  .296193
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.988837{col 26}{space 2} .0487169{col 37}{space 1}  205.04{col 46}{space 3}0.000{col 54}{space 4} 9.893354{col 67}{space 3} 10.08432
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  98638.89
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4655

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5324927{col 26}{space 2} .0063384{col 37}{space 1}   84.01{col 46}{space 3}0.000{col 54}{space 4} .5200697{col 67}{space 3} .5449157
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2434602{col 26}{space 2} .0162565{col 37}{space 1}   14.98{col 46}{space 3}0.000{col 54}{space 4} .2115981{col 67}{space 3} .2753224
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.988837{col 26}{space 2}  .086439{col 37}{space 1}  115.56{col 46}{space 3}0.000{col 54}{space 4}  9.81942{col 67}{space 3} 10.15825
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  44942.29
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4655

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5324927{col 26}{space 2} .0275907{col 37}{space 1}   19.30{col 46}{space 3}0.000{col 54}{space 4} .4784158{col 67}{space 3} .5865695
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2434602{col 26}{space 2} .0259608{col 37}{space 1}    9.38{col 46}{space 3}0.000{col 54}{space 4} .1925779{col 67}{space 3} .2943425
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.988837{col 26}{space 2} .0474898{col 37}{space 1}  210.34{col 46}{space 3}0.000{col 54}{space 4} 9.895759{col 67}{space 3} 10.08192
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,774 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(104 real changes made)
(134 real changes made)
(94,472 real changes made)
(130,202 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.152

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5314639{col 26}{space 2}  .004585{col 37}{space 1}  115.91{col 46}{space 3}0.000{col 54}{space 4} .5224775{col 67}{space 3} .5404503
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2141054{col 26}{space 2} .0126293{col 37}{space 1}   16.95{col 46}{space 3}0.000{col 54}{space 4} .1893524{col 67}{space 3} .2388583
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.988962{col 26}{space 2} .0745642{col 37}{space 1}  133.96{col 46}{space 3}0.000{col 54}{space 4} 9.842819{col 67}{space 3} 10.13511
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.152

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5314639{col 26}{space 2} .0163286{col 37}{space 1}   32.55{col 46}{space 3}0.000{col 54}{space 4} .4994605{col 67}{space 3} .5634673
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2141054{col 26}{space 2} .0172184{col 37}{space 1}   12.43{col 46}{space 3}0.000{col 54}{space 4}  .180358{col 67}{space 3} .2478528
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.988962{col 26}{space 2} .0552459{col 37}{space 1}  180.81{col 46}{space 3}0.000{col 54}{space 4} 9.880682{col 67}{space 3} 10.09724
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 102911.59
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.152

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5314639{col 26}{space 2} .0048949{col 37}{space 1}  108.57{col 46}{space 3}0.000{col 54}{space 4}   .52187{col 67}{space 3} .5410578
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2141054{col 26}{space 2} .0124317{col 37}{space 1}   17.22{col 46}{space 3}0.000{col 54}{space 4} .1897396{col 67}{space 3} .2384711
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.988962{col 26}{space 2}  .076868{col 37}{space 1}  129.95{col 46}{space 3}0.000{col 54}{space 4} 9.838304{col 67}{space 3} 10.13962
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  48607.89
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.152

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5314639{col 26}{space 2} .0144939{col 37}{space 1}   36.67{col 46}{space 3}0.000{col 54}{space 4} .5030564{col 67}{space 3} .5598714
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2141054{col 26}{space 2} .0152423{col 37}{space 1}   14.05{col 46}{space 3}0.000{col 54}{space 4}  .184231{col 67}{space 3} .2439798
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.988962{col 26}{space 2} .0609415{col 37}{space 1}  163.91{col 46}{space 3}0.000{col 54}{space 4} 9.869519{col 67}{space 3} 10.10841
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,774 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(94 real changes made)
(114 real changes made)
(94,514 real changes made)
(130,768 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4062

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4793641{col 26}{space 2} .0064342{col 37}{space 1}   74.50{col 46}{space 3}0.000{col 54}{space 4} .4667533{col 67}{space 3} .4919749
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1959005{col 26}{space 2} .0142841{col 37}{space 1}   13.71{col 46}{space 3}0.000{col 54}{space 4} .1679043{col 67}{space 3} .2238968
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.893534{col 26}{space 2} .0895174{col 37}{space 1}  110.52{col 46}{space 3}0.000{col 54}{space 4} 9.718083{col 67}{space 3} 10.06898
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4062

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4793641{col 26}{space 2} .0265755{col 37}{space 1}   18.04{col 46}{space 3}0.000{col 54}{space 4} .4272771{col 67}{space 3} .5314511
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1959005{col 26}{space 2} .0223214{col 37}{space 1}    8.78{col 46}{space 3}0.000{col 54}{space 4} .1521514{col 67}{space 3} .2396497
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.893534{col 26}{space 2} .0627276{col 37}{space 1}  157.72{col 46}{space 3}0.000{col 54}{space 4}  9.77059{col 67}{space 3} 10.01648
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  65241.08
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4062

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4793641{col 26}{space 2} .0065377{col 37}{space 1}   73.32{col 46}{space 3}0.000{col 54}{space 4} .4665504{col 67}{space 3} .4921779
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1959005{col 26}{space 2} .0129805{col 37}{space 1}   15.09{col 46}{space 3}0.000{col 54}{space 4} .1704592{col 67}{space 3} .2213419
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.893534{col 26}{space 2} .1036573{col 37}{space 1}   95.44{col 46}{space 3}0.000{col 54}{space 4} 9.690369{col 67}{space 3}  10.0967
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  13540.43
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4062

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4793641{col 26}{space 2} .0271172{col 37}{space 1}   17.68{col 46}{space 3}0.000{col 54}{space 4} .4262154{col 67}{space 3} .5325129
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1959005{col 26}{space 2} .0225186{col 37}{space 1}    8.70{col 46}{space 3}0.000{col 54}{space 4} .1517649{col 67}{space 3} .2400361
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.893534{col 26}{space 2} .0959355{col 37}{space 1}  103.13{col 46}{space 3}0.000{col 54}{space 4} 9.705503{col 67}{space 3} 10.08156
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,008 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(106 real changes made)
(95,120 real changes made)
(131,622 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4124

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4834043{col 26}{space 2} .0057552{col 37}{space 1}   83.99{col 46}{space 3}0.000{col 54}{space 4} .4721243{col 67}{space 3} .4946843
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1446257{col 26}{space 2} .0141016{col 37}{space 1}   10.26{col 46}{space 3}0.000{col 54}{space 4} .1169871{col 67}{space 3} .1722644
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.890203{col 26}{space 2} .0883603{col 37}{space 1}  111.93{col 46}{space 3}0.000{col 54}{space 4}  9.71702{col 67}{space 3} 10.06339
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4124

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4834043{col 26}{space 2} .0203249{col 37}{space 1}   23.78{col 46}{space 3}0.000{col 54}{space 4} .4435683{col 67}{space 3} .5232403
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1446257{col 26}{space 2} .0332008{col 37}{space 1}    4.36{col 46}{space 3}0.000{col 54}{space 4} .0795534{col 67}{space 3}  .209698
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.890203{col 26}{space 2} .0767972{col 37}{space 1}  128.78{col 46}{space 3}0.000{col 54}{space 4} 9.739684{col 67}{space 3} 10.04072
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  83259.33
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4124

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4834043{col 26}{space 2} .0059255{col 37}{space 1}   81.58{col 46}{space 3}0.000{col 54}{space 4} .4717906{col 67}{space 3} .4950181
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1446257{col 26}{space 2} .0143814{col 37}{space 1}   10.06{col 46}{space 3}0.000{col 54}{space 4} .1164387{col 67}{space 3} .1728128
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.890203{col 26}{space 2} .0872163{col 37}{space 1}  113.40{col 46}{space 3}0.000{col 54}{space 4} 9.719263{col 67}{space 3} 10.06114
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  57570.72
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4124

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4834043{col 26}{space 2} .0160157{col 37}{space 1}   30.18{col 46}{space 3}0.000{col 54}{space 4} .4520141{col 67}{space 3} .5147946
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1446257{col 26}{space 2} .0298225{col 37}{space 1}    4.85{col 46}{space 3}0.000{col 54}{space 4} .0861746{col 67}{space 3} .2030768
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.890203{col 26}{space 2} .0899196{col 37}{space 1}  109.99{col 46}{space 3}0.000{col 54}{space 4} 9.713964{col 67}{space 3} 10.06644
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,746 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(84 real changes made)
(138 real changes made)
(94,552 real changes made)
(130,622 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6589

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4952449{col 26}{space 2} .0075555{col 37}{space 1}   65.55{col 46}{space 3}0.000{col 54}{space 4} .4804364{col 67}{space 3} .5100534
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2355556{col 26}{space 2} .0184668{col 37}{space 1}   12.76{col 46}{space 3}0.000{col 54}{space 4} .1993613{col 67}{space 3} .2717498
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.942828{col 26}{space 2}  .104658{col 37}{space 1}   95.00{col 46}{space 3}0.000{col 54}{space 4} 9.737702{col 67}{space 3} 10.14795
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6589

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4952449{col 26}{space 2} .0325243{col 37}{space 1}   15.23{col 46}{space 3}0.000{col 54}{space 4} .4314984{col 67}{space 3} .5589914
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2355556{col 26}{space 2} .0285185{col 37}{space 1}    8.26{col 46}{space 3}0.000{col 54}{space 4} .1796603{col 67}{space 3} .2914508
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.942828{col 26}{space 2} .0877023{col 37}{space 1}  113.37{col 46}{space 3}0.000{col 54}{space 4} 9.770934{col 67}{space 3} 10.11472
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  54978.60
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6589

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4952449{col 26}{space 2} .0081069{col 37}{space 1}   61.09{col 46}{space 3}0.000{col 54}{space 4} .4793556{col 67}{space 3} .5111341
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2355556{col 26}{space 2} .0174604{col 37}{space 1}   13.49{col 46}{space 3}0.000{col 54}{space 4} .2013339{col 67}{space 3} .2697772
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.942828{col 26}{space 2} .1116123{col 37}{space 1}   89.08{col 46}{space 3}0.000{col 54}{space 4} 9.724071{col 67}{space 3} 10.16158
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  11521.19
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6589

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4952449{col 26}{space 2} .0324202{col 37}{space 1}   15.28{col 46}{space 3}0.000{col 54}{space 4} .4317024{col 67}{space 3} .5587874
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2355556{col 26}{space 2} .0266272{col 37}{space 1}    8.85{col 46}{space 3}0.000{col 54}{space 4} .1833672{col 67}{space 3} .2877439
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.942828{col 26}{space 2} .1104275{col 37}{space 1}   90.04{col 46}{space 3}0.000{col 54}{space 4} 9.726394{col 67}{space 3} 10.15926
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,108 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(64 real changes made)
(114 real changes made)
(95,090 real changes made)
(131,366 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4177

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4752181{col 26}{space 2} .0063119{col 37}{space 1}   75.29{col 46}{space 3}0.000{col 54}{space 4}  .462847{col 67}{space 3} .4875892
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2044458{col 26}{space 2} .0151119{col 37}{space 1}   13.53{col 46}{space 3}0.000{col 54}{space 4} .1748271{col 67}{space 3} .2340645
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908595{col 26}{space 2} .0885253{col 37}{space 1}  111.93{col 46}{space 3}0.000{col 54}{space 4} 9.735088{col 67}{space 3}  10.0821
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4177

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4752181{col 26}{space 2} .0255671{col 37}{space 1}   18.59{col 46}{space 3}0.000{col 54}{space 4} .4251075{col 67}{space 3} .5253287
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2044458{col 26}{space 2} .0196708{col 37}{space 1}   10.39{col 46}{space 3}0.000{col 54}{space 4} .1658917{col 67}{space 3} .2429999
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908595{col 26}{space 2} .0591185{col 37}{space 1}  167.61{col 46}{space 3}0.000{col 54}{space 4} 9.792725{col 67}{space 3} 10.02446
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  77617.93
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4177

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4752181{col 26}{space 2} .0053702{col 37}{space 1}   88.49{col 46}{space 3}0.000{col 54}{space 4} .4646926{col 67}{space 3} .4857436
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2044458{col 26}{space 2}  .015452{col 37}{space 1}   13.23{col 46}{space 3}0.000{col 54}{space 4} .1741605{col 67}{space 3} .2347311
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908595{col 26}{space 2} .0786115{col 37}{space 1}  126.05{col 46}{space 3}0.000{col 54}{space 4} 9.754519{col 67}{space 3} 10.06267
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  41783.93
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4177

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4752181{col 26}{space 2} .0270466{col 37}{space 1}   17.57{col 46}{space 3}0.000{col 54}{space 4} .4222077{col 67}{space 3} .5282285
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2044458{col 26}{space 2} .0186249{col 37}{space 1}   10.98{col 46}{space 3}0.000{col 54}{space 4} .1679416{col 67}{space 3}   .24095
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908595{col 26}{space 2} .0662659{col 37}{space 1}  149.53{col 46}{space 3}0.000{col 54}{space 4} 9.778716{col 67}{space 3} 10.03847
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(173,580 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(116 real changes made)
(95,306 real changes made)
(132,394 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.66

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4991718{col 26}{space 2} .0071078{col 37}{space 1}   70.23{col 46}{space 3}0.000{col 54}{space 4} .4852408{col 67}{space 3} .5131028
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2079957{col 26}{space 2} .0232274{col 37}{space 1}    8.95{col 46}{space 3}0.000{col 54}{space 4}  .162471{col 67}{space 3} .2535205
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.949733{col 26}{space 2} .1087156{col 37}{space 1}   91.52{col 46}{space 3}0.000{col 54}{space 4} 9.736654{col 67}{space 3} 10.16281
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.66

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4991718{col 26}{space 2} .0270391{col 37}{space 1}   18.46{col 46}{space 3}0.000{col 54}{space 4} .4461761{col 67}{space 3} .5521674
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2079957{col 26}{space 2} .0490592{col 37}{space 1}    4.24{col 46}{space 3}0.000{col 54}{space 4} .1118415{col 67}{space 3} .3041499
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.949733{col 26}{space 2} .0598011{col 37}{space 1}  166.38{col 46}{space 3}0.000{col 54}{space 4} 9.832525{col 67}{space 3} 10.06694
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  53155.92
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.66

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4991718{col 26}{space 2}  .008705{col 37}{space 1}   57.34{col 46}{space 3}0.000{col 54}{space 4} .4821102{col 67}{space 3} .5162333
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2079957{col 26}{space 2}  .025787{col 37}{space 1}    8.07{col 46}{space 3}0.000{col 54}{space 4} .1574542{col 67}{space 3} .2585373
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.949733{col 26}{space 2} .1254646{col 37}{space 1}   79.30{col 46}{space 3}0.000{col 54}{space 4} 9.703827{col 67}{space 3} 10.19564
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  18590.24
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}   1.66

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4991718{col 26}{space 2} .0293194{col 37}{space 1}   17.03{col 46}{space 3}0.000{col 54}{space 4} .4417067{col 67}{space 3} .5566368
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2079957{col 26}{space 2} .0410647{col 37}{space 1}    5.07{col 46}{space 3}0.000{col 54}{space 4} .1275104{col 67}{space 3}  .288481
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.949733{col 26}{space 2} .0799223{col 37}{space 1}  124.49{col 46}{space 3}0.000{col 54}{space 4} 9.793088{col 67}{space 3} 10.10638
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,670 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(110 real changes made)
(95,544 real changes made)
(130,468 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8454

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}   .55177{col 26}{space 2} .0074311{col 37}{space 1}   74.25{col 46}{space 3}0.000{col 54}{space 4} .5372053{col 67}{space 3} .5663347
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2424147{col 26}{space 2} .0202135{col 37}{space 1}   11.99{col 46}{space 3}0.000{col 54}{space 4} .2027969{col 67}{space 3} .2820325
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03555{col 26}{space 2} .1186195{col 37}{space 1}   84.60{col 46}{space 3}0.000{col 54}{space 4} 9.803057{col 67}{space 3} 10.26804
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8454

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}   .55177{col 26}{space 2} .0325149{col 37}{space 1}   16.97{col 46}{space 3}0.000{col 54}{space 4}  .488042{col 67}{space 3}  .615498
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2424147{col 26}{space 2} .0277509{col 37}{space 1}    8.74{col 46}{space 3}0.000{col 54}{space 4} .1880239{col 67}{space 3} .2968056
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03555{col 26}{space 2} .0359407{col 37}{space 1}  279.23{col 46}{space 3}0.000{col 54}{space 4} 9.965104{col 67}{space 3} 10.10599
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  38629.29
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8454

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}   .55177{col 26}{space 2} .0075869{col 37}{space 1}   72.73{col 46}{space 3}0.000{col 54}{space 4} .5368999{col 67}{space 3} .5666401
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2424147{col 26}{space 2} .0225252{col 37}{space 1}   10.76{col 46}{space 3}0.000{col 54}{space 4} .1982661{col 67}{space 3} .2865634
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03555{col 26}{space 2} .1158597{col 37}{space 1}   86.62{col 46}{space 3}0.000{col 54}{space 4} 9.808466{col 67}{space 3} 10.26263
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  25297.96
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8454

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}   .55177{col 26}{space 2} .0310811{col 37}{space 1}   17.75{col 46}{space 3}0.000{col 54}{space 4} .4908521{col 67}{space 3} .6126879
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2424147{col 26}{space 2} .0248001{col 37}{space 1}    9.77{col 46}{space 3}0.000{col 54}{space 4} .1938074{col 67}{space 3} .2910221
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03555{col 26}{space 2} .0675671{col 37}{space 1}  148.53{col 46}{space 3}0.000{col 54}{space 4} 9.903117{col 67}{space 3} 10.16798
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(161,714 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(82 real changes made)
(120 real changes made)
(95,312 real changes made)
(130,858 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3582

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4761021{col 26}{space 2} .0065774{col 37}{space 1}   72.38{col 46}{space 3}0.000{col 54}{space 4} .4632107{col 67}{space 3} .4889936
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839789{col 26}{space 2} .0147573{col 37}{space 1}   12.47{col 46}{space 3}0.000{col 54}{space 4} .1550551{col 67}{space 3} .2129027
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.933974{col 26}{space 2} .0875624{col 37}{space 1}  113.45{col 46}{space 3}0.000{col 54}{space 4} 9.762354{col 67}{space 3} 10.10559
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3582

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4761021{col 26}{space 2} .0269141{col 37}{space 1}   17.69{col 46}{space 3}0.000{col 54}{space 4} .4233515{col 67}{space 3} .5288528
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839789{col 26}{space 2} .0221189{col 37}{space 1}    8.32{col 46}{space 3}0.000{col 54}{space 4} .1406267{col 67}{space 3}  .227331
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.933974{col 26}{space 2} .0516836{col 37}{space 1}  192.21{col 46}{space 3}0.000{col 54}{space 4} 9.832676{col 67}{space 3} 10.03527
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  56444.52
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3582

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4761021{col 26}{space 2} .0065183{col 37}{space 1}   73.04{col 46}{space 3}0.000{col 54}{space 4} .4633265{col 67}{space 3} .4888778
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839789{col 26}{space 2} .0145623{col 37}{space 1}   12.63{col 46}{space 3}0.000{col 54}{space 4} .1554374{col 67}{space 3} .2125204
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.933974{col 26}{space 2} .0802319{col 37}{space 1}  123.82{col 46}{space 3}0.000{col 54}{space 4} 9.776722{col 67}{space 3} 10.09123
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  37177.48
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3582

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4761021{col 26}{space 2} .0289258{col 37}{space 1}   16.46{col 46}{space 3}0.000{col 54}{space 4} .4194085{col 67}{space 3} .5327957
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1839789{col 26}{space 2} .0253971{col 37}{space 1}    7.24{col 46}{space 3}0.000{col 54}{space 4} .1342015{col 67}{space 3} .2337562
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.933974{col 26}{space 2} .0568025{col 37}{space 1}  174.89{col 46}{space 3}0.000{col 54}{space 4} 9.822643{col 67}{space 3}  10.0453
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,366 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(114 real changes made)
(95,242 real changes made)
(130,416 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5659

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4874335{col 26}{space 2} .0068112{col 37}{space 1}   71.56{col 46}{space 3}0.000{col 54}{space 4} .4740838{col 67}{space 3} .5007831
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1904353{col 26}{space 2} .0160453{col 37}{space 1}   11.87{col 46}{space 3}0.000{col 54}{space 4} .1589872{col 67}{space 3} .2218835
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.978755{col 26}{space 2} .1007144{col 37}{space 1}   99.08{col 46}{space 3}0.000{col 54}{space 4} 9.781359{col 67}{space 3} 10.17615
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5659

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4874335{col 26}{space 2} .0259515{col 37}{space 1}   18.78{col 46}{space 3}0.000{col 54}{space 4} .4365695{col 67}{space 3} .5382974
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1904353{col 26}{space 2} .0328408{col 37}{space 1}    5.80{col 46}{space 3}0.000{col 54}{space 4} .1260686{col 67}{space 3} .2548021
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.978755{col 26}{space 2} .0817282{col 37}{space 1}  122.10{col 46}{space 3}0.000{col 54}{space 4} 9.818571{col 67}{space 3} 10.13894
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  59200.89
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5659

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4874335{col 26}{space 2} .0077117{col 37}{space 1}   63.21{col 46}{space 3}0.000{col 54}{space 4} .4723188{col 67}{space 3} .5025481
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1904353{col 26}{space 2} .0148896{col 37}{space 1}   12.79{col 46}{space 3}0.000{col 54}{space 4} .1612522{col 67}{space 3} .2196185
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.978755{col 26}{space 2} .1105445{col 37}{space 1}   90.27{col 46}{space 3}0.000{col 54}{space 4} 9.762092{col 67}{space 3} 10.19542
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  30574.62
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5659

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4874335{col 26}{space 2} .0275533{col 37}{space 1}   17.69{col 46}{space 3}0.000{col 54}{space 4}   .43343{col 67}{space 3} .5414369
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1904353{col 26}{space 2}  .038604{col 37}{space 1}    4.93{col 46}{space 3}0.000{col 54}{space 4} .1147729{col 67}{space 3} .2660977
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.978755{col 26}{space 2}  .096621{col 37}{space 1}  103.28{col 46}{space 3}0.000{col 54}{space 4} 9.789382{col 67}{space 3} 10.16813
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,352 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(110 real changes made)
(95,168 real changes made)
(131,754 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.125

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5314133{col 26}{space 2} .0045644{col 37}{space 1}  116.43{col 46}{space 3}0.000{col 54}{space 4} .5224673{col 67}{space 3} .5403592
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2241841{col 26}{space 2}  .012672{col 37}{space 1}   17.69{col 46}{space 3}0.000{col 54}{space 4} .1993475{col 67}{space 3} .2490206
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0119{col 26}{space 2} .0720172{col 37}{space 1}  139.02{col 46}{space 3}0.000{col 54}{space 4} 9.870751{col 67}{space 3} 10.15305
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.125

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5314133{col 26}{space 2} .0149932{col 37}{space 1}   35.44{col 46}{space 3}0.000{col 54}{space 4}  .502027{col 67}{space 3} .5607995
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2241841{col 26}{space 2} .0141183{col 37}{space 1}   15.88{col 46}{space 3}0.000{col 54}{space 4} .1965126{col 67}{space 3} .2518555
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0119{col 26}{space 2} .0507099{col 37}{space 1}  197.43{col 46}{space 3}0.000{col 54}{space 4} 9.912512{col 67}{space 3} 10.11129
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res} 187987.10
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.125

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5314133{col 26}{space 2}  .004954{col 37}{space 1}  107.27{col 46}{space 3}0.000{col 54}{space 4} .5217036{col 67}{space 3} .5411229
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2241841{col 26}{space 2}  .013406{col 37}{space 1}   16.72{col 46}{space 3}0.000{col 54}{space 4} .1979089{col 67}{space 3} .2504593
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0119{col 26}{space 2} .0741087{col 37}{space 1}  135.10{col 46}{space 3}0.000{col 54}{space 4} 9.866652{col 67}{space 3} 10.15715
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  68524.20
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.125

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5314133{col 26}{space 2} .0141271{col 37}{space 1}   37.62{col 46}{space 3}0.000{col 54}{space 4} .5037247{col 67}{space 3} .5591018
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2241841{col 26}{space 2} .0141248{col 37}{space 1}   15.87{col 46}{space 3}0.000{col 54}{space 4}    .1965{col 67}{space 3} .2518681
{txt}{space 9}itt {c |}{col 14}{res}{space 2}  10.0119{col 26}{space 2} .0527031{col 37}{space 1}  189.97{col 46}{space 3}0.000{col 54}{space 4} 9.908606{col 67}{space 3}  10.1152
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,608 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(68 real changes made)
(104 real changes made)
(95,322 real changes made)
(132,032 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4192

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5168306{col 26}{space 2} .0055766{col 37}{space 1}   92.68{col 46}{space 3}0.000{col 54}{space 4} .5059008{col 67}{space 3} .5277605
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2063301{col 26}{space 2} .0166454{col 37}{space 1}   12.40{col 46}{space 3}0.000{col 54}{space 4} .1737057{col 67}{space 3} .2389545
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.960884{col 26}{space 2} .0879606{col 37}{space 1}  113.24{col 46}{space 3}0.000{col 54}{space 4} 9.788485{col 67}{space 3} 10.13328
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4192

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5168306{col 26}{space 2} .0216103{col 37}{space 1}   23.92{col 46}{space 3}0.000{col 54}{space 4} .4744753{col 67}{space 3}  .559186
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2063301{col 26}{space 2} .0355492{col 37}{space 1}    5.80{col 46}{space 3}0.000{col 54}{space 4}  .136655{col 67}{space 3} .2760051
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.960884{col 26}{space 2} .0727148{col 37}{space 1}  136.99{col 46}{space 3}0.000{col 54}{space 4} 9.818366{col 67}{space 3}  10.1034
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  64689.75
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4192

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5168306{col 26}{space 2} .0054318{col 37}{space 1}   95.15{col 46}{space 3}0.000{col 54}{space 4} .5061846{col 67}{space 3} .5274767
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2063301{col 26}{space 2} .0169335{col 37}{space 1}   12.18{col 46}{space 3}0.000{col 54}{space 4}  .173141{col 67}{space 3} .2395191
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.960884{col 26}{space 2}  .079598{col 37}{space 1}  125.14{col 46}{space 3}0.000{col 54}{space 4} 9.804875{col 67}{space 3} 10.11689
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  31438.63
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4192

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5168306{col 26}{space 2} .0239966{col 37}{space 1}   21.54{col 46}{space 3}0.000{col 54}{space 4} .4697981{col 67}{space 3} .5638632
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2063301{col 26}{space 2} .0459543{col 37}{space 1}    4.49{col 46}{space 3}0.000{col 54}{space 4} .1162613{col 67}{space 3} .2963989
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.960884{col 26}{space 2} .1017026{col 37}{space 1}   97.94{col 46}{space 3}0.000{col 54}{space 4} 9.761551{col 67}{space 3} 10.16022
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(160,720 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(100 real changes made)
(124 real changes made)
(95,534 real changes made)
(130,194 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5334

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5142002{col 26}{space 2} .0065599{col 37}{space 1}   78.39{col 46}{space 3}0.000{col 54}{space 4} .5013431{col 67}{space 3} .5270573
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1858681{col 26}{space 2} .0163465{col 37}{space 1}   11.37{col 46}{space 3}0.000{col 54}{space 4} .1538296{col 67}{space 3} .2179067
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.888166{col 26}{space 2} .0969859{col 37}{space 1}  101.95{col 46}{space 3}0.000{col 54}{space 4} 9.698077{col 67}{space 3} 10.07825
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5334

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5142002{col 26}{space 2} .0279338{col 37}{space 1}   18.41{col 46}{space 3}0.000{col 54}{space 4} .4594509{col 67}{space 3} .5689495
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1858681{col 26}{space 2} .0226217{col 37}{space 1}    8.22{col 46}{space 3}0.000{col 54}{space 4} .1415303{col 67}{space 3} .2302059
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.888166{col 26}{space 2} .0515021{col 37}{space 1}  192.00{col 46}{space 3}0.000{col 54}{space 4} 9.787224{col 67}{space 3} 9.989108
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  41091.18
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5334

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5142002{col 26}{space 2} .0060523{col 37}{space 1}   84.96{col 46}{space 3}0.000{col 54}{space 4} .5023379{col 67}{space 3} .5260625
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1858681{col 26}{space 2} .0141943{col 37}{space 1}   13.09{col 46}{space 3}0.000{col 54}{space 4} .1580479{col 67}{space 3} .2136884
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.888166{col 26}{space 2}  .106991{col 37}{space 1}   92.42{col 46}{space 3}0.000{col 54}{space 4} 9.678467{col 67}{space 3} 10.09786
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  88626.14
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5334

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5142002{col 26}{space 2} .0301254{col 37}{space 1}   17.07{col 46}{space 3}0.000{col 54}{space 4} .4551556{col 67}{space 3} .5732448
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1858681{col 26}{space 2} .0280429{col 37}{space 1}    6.63{col 46}{space 3}0.000{col 54}{space 4}  .130905{col 67}{space 3} .2408313
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.888166{col 26}{space 2} .0675315{col 37}{space 1}  146.42{col 46}{space 3}0.000{col 54}{space 4} 9.755807{col 67}{space 3} 10.02053
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,278 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(64 real changes made)
(116 real changes made)
(94,638 real changes made)
(130,560 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3083

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .514687{col 26}{space 2} .0054323{col 37}{space 1}   94.75{col 46}{space 3}0.000{col 54}{space 4}   .50404{col 67}{space 3}  .525334
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2253917{col 26}{space 2} .0135837{col 37}{space 1}   16.59{col 46}{space 3}0.000{col 54}{space 4} .1987682{col 67}{space 3} .2520152
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03965{col 26}{space 2} .0828985{col 37}{space 1}  121.11{col 46}{space 3}0.000{col 54}{space 4} 9.877174{col 67}{space 3} 10.20213
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3083

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .514687{col 26}{space 2}  .022244{col 37}{space 1}   23.14{col 46}{space 3}0.000{col 54}{space 4} .4710896{col 67}{space 3} .5582844
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2253917{col 26}{space 2} .0204028{col 37}{space 1}   11.05{col 46}{space 3}0.000{col 54}{space 4}  .185403{col 67}{space 3} .2653804
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03965{col 26}{space 2} .0619833{col 37}{space 1}  161.97{col 46}{space 3}0.000{col 54}{space 4} 9.918167{col 67}{space 3} 10.16114
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  81532.45
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3083

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .514687{col 26}{space 2}   .00531{col 37}{space 1}   96.93{col 46}{space 3}0.000{col 54}{space 4} .5042796{col 67}{space 3} .5250943
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2253917{col 26}{space 2} .0161659{col 37}{space 1}   13.94{col 46}{space 3}0.000{col 54}{space 4} .1937072{col 67}{space 3} .2570763
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03965{col 26}{space 2} .0843741{col 37}{space 1}  118.99{col 46}{space 3}0.000{col 54}{space 4} 9.874282{col 67}{space 3} 10.20502
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  34432.96
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.3083

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2}  .514687{col 26}{space 2} .0213644{col 37}{space 1}   24.09{col 46}{space 3}0.000{col 54}{space 4} .4728136{col 67}{space 3} .5565604
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2253917{col 26}{space 2} .0160346{col 37}{space 1}   14.06{col 46}{space 3}0.000{col 54}{space 4} .1939645{col 67}{space 3} .2568189
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03965{col 26}{space 2} .0559087{col 37}{space 1}  179.57{col 46}{space 3}0.000{col 54}{space 4} 9.930073{col 67}{space 3} 10.14923
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,160 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(90 real changes made)
(102 real changes made)
(94,630 real changes made)
(130,356 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8538

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5401572{col 26}{space 2} .0075153{col 37}{space 1}   71.87{col 46}{space 3}0.000{col 54}{space 4} .5254275{col 67}{space 3} .5548868
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2021927{col 26}{space 2} .0196232{col 37}{space 1}   10.30{col 46}{space 3}0.000{col 54}{space 4} .1637319{col 67}{space 3} .2406535
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.938046{col 26}{space 2} .1155421{col 37}{space 1}   86.01{col 46}{space 3}0.000{col 54}{space 4} 9.711587{col 67}{space 3}  10.1645
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8538

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5401572{col 26}{space 2} .0338992{col 37}{space 1}   15.93{col 46}{space 3}0.000{col 54}{space 4}  .473716{col 67}{space 3} .6065983
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2021927{col 26}{space 2} .0304305{col 37}{space 1}    6.64{col 46}{space 3}0.000{col 54}{space 4}   .14255{col 67}{space 3} .2618355
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.938046{col 26}{space 2} .1005013{col 37}{space 1}   98.88{col 46}{space 3}0.000{col 54}{space 4} 9.741067{col 67}{space 3} 10.13502
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  30947.59
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8538

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5401572{col 26}{space 2} .0069499{col 37}{space 1}   77.72{col 46}{space 3}0.000{col 54}{space 4} .5265356{col 67}{space 3} .5537787
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2021927{col 26}{space 2} .0173318{col 37}{space 1}   11.67{col 46}{space 3}0.000{col 54}{space 4} .1682231{col 67}{space 3} .2361623
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.938046{col 26}{space 2}   .12729{col 37}{space 1}   78.07{col 46}{space 3}0.000{col 54}{space 4} 9.688562{col 67}{space 3} 10.18753
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  19636.43
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.8538

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5401572{col 26}{space 2} .0295725{col 37}{space 1}   18.27{col 46}{space 3}0.000{col 54}{space 4} .4821962{col 67}{space 3} .5981181
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2021927{col 26}{space 2} .0330195{col 37}{space 1}    6.12{col 46}{space 3}0.000{col 54}{space 4} .1374758{col 67}{space 3} .2669097
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.938046{col 26}{space 2} .1310031{col 37}{space 1}   75.86{col 46}{space 3}0.000{col 54}{space 4} 9.681284{col 67}{space 3} 10.19481
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,252 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(112 real changes made)
(114 real changes made)
(95,258 real changes made)
(130,282 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4297

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4953197{col 26}{space 2} .0062303{col 37}{space 1}   79.50{col 46}{space 3}0.000{col 54}{space 4} .4831085{col 67}{space 3} .5075309
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1883383{col 26}{space 2}  .016183{col 37}{space 1}   11.64{col 46}{space 3}0.000{col 54}{space 4} .1566202{col 67}{space 3} .2200564
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.953167{col 26}{space 2} .0865224{col 37}{space 1}  115.04{col 46}{space 3}0.000{col 54}{space 4} 9.783586{col 67}{space 3} 10.12275
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4297

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4953197{col 26}{space 2} .0292439{col 37}{space 1}   16.94{col 46}{space 3}0.000{col 54}{space 4} .4380028{col 67}{space 3} .5526366
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1883383{col 26}{space 2} .0165498{col 37}{space 1}   11.38{col 46}{space 3}0.000{col 54}{space 4} .1559012{col 67}{space 3} .2207754
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.953167{col 26}{space 2} .0661732{col 37}{space 1}  150.41{col 46}{space 3}0.000{col 54}{space 4}  9.82347{col 67}{space 3} 10.08286
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  77663.61
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4297

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4953197{col 26}{space 2} .0053113{col 37}{space 1}   93.26{col 46}{space 3}0.000{col 54}{space 4} .4849098{col 67}{space 3} .5057296
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1883383{col 26}{space 2} .0175671{col 37}{space 1}   10.72{col 46}{space 3}0.000{col 54}{space 4} .1539075{col 67}{space 3} .2227691
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.953167{col 26}{space 2} .0832521{col 37}{space 1}  119.55{col 46}{space 3}0.000{col 54}{space 4} 9.789996{col 67}{space 3} 10.11634
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  16765.66
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4297

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4953197{col 26}{space 2} .0326607{col 37}{space 1}   15.17{col 46}{space 3}0.000{col 54}{space 4}  .431306{col 67}{space 3} .5593334
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1883383{col 26}{space 2} .0148879{col 37}{space 1}   12.65{col 46}{space 3}0.000{col 54}{space 4} .1591585{col 67}{space 3} .2175181
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.953167{col 26}{space 2} .0844241{col 37}{space 1}  117.89{col 46}{space 3}0.000{col 54}{space 4} 9.787699{col 67}{space 3} 10.11864
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,410 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(78 real changes made)
(132 real changes made)
(95,608 real changes made)
(130,490 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.831

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4417382{col 26}{space 2} .0094461{col 37}{space 1}   46.76{col 46}{space 3}0.000{col 54}{space 4} .4232243{col 67}{space 3} .4602521
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1815387{col 26}{space 2} .0232773{col 37}{space 1}    7.80{col 46}{space 3}0.000{col 54}{space 4} .1359161{col 67}{space 3} .2271614
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.733479{col 26}{space 2} .1171006{col 37}{space 1}   83.12{col 46}{space 3}0.000{col 54}{space 4} 9.503966{col 67}{space 3} 9.962992
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.831

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4417382{col 26}{space 2} .0404359{col 37}{space 1}   10.92{col 46}{space 3}0.000{col 54}{space 4} .3624854{col 67}{space 3}  .520991
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1815387{col 26}{space 2} .0343221{col 37}{space 1}    5.29{col 46}{space 3}0.000{col 54}{space 4} .1142687{col 67}{space 3} .2488088
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.733479{col 26}{space 2} .0853743{col 37}{space 1}  114.01{col 46}{space 3}0.000{col 54}{space 4} 9.566149{col 67}{space 3}  9.90081
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  39164.50
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.831

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4417382{col 26}{space 2} .0103032{col 37}{space 1}   42.87{col 46}{space 3}0.000{col 54}{space 4} .4215443{col 67}{space 3}  .461932
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1815387{col 26}{space 2} .0211827{col 37}{space 1}    8.57{col 46}{space 3}0.000{col 54}{space 4} .1400213{col 67}{space 3} .2230562
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.733479{col 26}{space 2} .1111242{col 37}{space 1}   87.59{col 46}{space 3}0.000{col 54}{space 4}  9.51568{col 67}{space 3} 9.951279
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}   5441.56
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res}  1.831

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4417382{col 26}{space 2} .0418369{col 37}{space 1}   10.56{col 46}{space 3}0.000{col 54}{space 4} .3597395{col 67}{space 3} .5237369
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1815387{col 26}{space 2} .0340057{col 37}{space 1}    5.34{col 46}{space 3}0.000{col 54}{space 4} .1148889{col 67}{space 3} .2481886
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.733479{col 26}{space 2} .1363728{col 37}{space 1}   71.37{col 46}{space 3}0.000{col 54}{space 4} 9.466193{col 67}{space 3} 10.00076
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,268 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(66 real changes made)
(112 real changes made)
(94,832 real changes made)
(131,624 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6975

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4406674{col 26}{space 2} .0085113{col 37}{space 1}   51.77{col 46}{space 3}0.000{col 54}{space 4} .4239856{col 67}{space 3} .4573492
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1298828{col 26}{space 2} .0201223{col 37}{space 1}    6.45{col 46}{space 3}0.000{col 54}{space 4} .0904438{col 67}{space 3} .1693217
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.962599{col 26}{space 2} .1090661{col 37}{space 1}   91.34{col 46}{space 3}0.000{col 54}{space 4} 9.748833{col 67}{space 3} 10.17636
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6975

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4406674{col 26}{space 2} .0360941{col 37}{space 1}   12.21{col 46}{space 3}0.000{col 54}{space 4} .3699242{col 67}{space 3} .5114106
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1298828{col 26}{space 2}  .030698{col 37}{space 1}    4.23{col 46}{space 3}0.000{col 54}{space 4} .0697157{col 67}{space 3} .1900498
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.962599{col 26}{space 2} .0658909{col 37}{space 1}  151.20{col 46}{space 3}0.000{col 54}{space 4} 9.833455{col 67}{space 3} 10.09174
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  49128.38
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6975

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4406674{col 26}{space 2} .0092913{col 37}{space 1}   47.43{col 46}{space 3}0.000{col 54}{space 4} .4224568{col 67}{space 3}  .458878
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1298828{col 26}{space 2} .0193445{col 37}{space 1}    6.71{col 46}{space 3}0.000{col 54}{space 4} .0919682{col 67}{space 3} .1677974
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.962599{col 26}{space 2} .1366227{col 37}{space 1}   72.92{col 46}{space 3}0.000{col 54}{space 4} 9.694823{col 67}{space 3} 10.23037
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  36848.64
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6975

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4406674{col 26}{space 2} .0329908{col 37}{space 1}   13.36{col 46}{space 3}0.000{col 54}{space 4} .3760066{col 67}{space 3} .5053282
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1298828{col 26}{space 2} .0274055{col 37}{space 1}    4.74{col 46}{space 3}0.000{col 54}{space 4} .0761689{col 67}{space 3} .1835966
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.962599{col 26}{space 2} .0839201{col 37}{space 1}  118.72{col 46}{space 3}0.000{col 54}{space 4} 9.798119{col 67}{space 3} 10.12708
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(167,308 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(112 real changes made)
(95,442 real changes made)
(131,046 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4325

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4933109{col 26}{space 2} .0065027{col 37}{space 1}   75.86{col 46}{space 3}0.000{col 54}{space 4} .4805659{col 67}{space 3} .5060559
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1717042{col 26}{space 2} .0155839{col 37}{space 1}   11.02{col 46}{space 3}0.000{col 54}{space 4} .1411604{col 67}{space 3} .2022481
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908975{col 26}{space 2} .0960578{col 37}{space 1}  103.16{col 46}{space 3}0.000{col 54}{space 4} 9.720705{col 67}{space 3} 10.09724
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4325

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4933109{col 26}{space 2} .0267314{col 37}{space 1}   18.45{col 46}{space 3}0.000{col 54}{space 4} .4409183{col 67}{space 3} .5457035
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1717042{col 26}{space 2} .0263284{col 37}{space 1}    6.52{col 46}{space 3}0.000{col 54}{space 4} .1201015{col 67}{space 3}  .223307
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908975{col 26}{space 2}  .081038{col 37}{space 1}  122.28{col 46}{space 3}0.000{col 54}{space 4} 9.750143{col 67}{space 3} 10.06781
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  54563.72
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4325

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4933109{col 26}{space 2} .0062718{col 37}{space 1}   78.66{col 46}{space 3}0.000{col 54}{space 4} .4810184{col 67}{space 3} .5056034
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1717042{col 26}{space 2} .0146581{col 37}{space 1}   11.71{col 46}{space 3}0.000{col 54}{space 4} .1429748{col 67}{space 3} .2004337
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908975{col 26}{space 2} .0998028{col 37}{space 1}   99.29{col 46}{space 3}0.000{col 54}{space 4} 9.713365{col 67}{space 3} 10.10458
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  30121.14
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4325

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4933109{col 26}{space 2} .0212428{col 37}{space 1}   23.22{col 46}{space 3}0.000{col 54}{space 4} .4516757{col 67}{space 3} .5349461
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1717042{col 26}{space 2} .0212114{col 37}{space 1}    8.09{col 46}{space 3}0.000{col 54}{space 4} .1301307{col 67}{space 3} .2132778
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.908975{col 26}{space 2} .1032855{col 37}{space 1}   95.94{col 46}{space 3}0.000{col 54}{space 4} 9.706539{col 67}{space 3} 10.11141
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,984 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(76 real changes made)
(126 real changes made)
(94,642 real changes made)
(130,060 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6636

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4886413{col 26}{space 2} .0075583{col 37}{space 1}   64.65{col 46}{space 3}0.000{col 54}{space 4} .4738274{col 67}{space 3} .5034553
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2029937{col 26}{space 2} .0182945{col 37}{space 1}   11.10{col 46}{space 3}0.000{col 54}{space 4} .1671371{col 67}{space 3} .2388504
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985152{col 26}{space 2} .1041307{col 37}{space 1}   95.89{col 46}{space 3}0.000{col 54}{space 4}  9.78106{col 67}{space 3} 10.18924
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6636

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4886413{col 26}{space 2} .0338725{col 37}{space 1}   14.43{col 46}{space 3}0.000{col 54}{space 4} .4222524{col 67}{space 3} .5550303
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2029937{col 26}{space 2} .0290991{col 37}{space 1}    6.98{col 46}{space 3}0.000{col 54}{space 4} .1459605{col 67}{space 3}  .260027
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985152{col 26}{space 2} .0639586{col 37}{space 1}  156.12{col 46}{space 3}0.000{col 54}{space 4} 9.859796{col 67}{space 3} 10.11051
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  44075.52
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6636

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4886413{col 26}{space 2} .0070066{col 37}{space 1}   69.74{col 46}{space 3}0.000{col 54}{space 4} .4749086{col 67}{space 3}  .502374
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2029937{col 26}{space 2} .0163553{col 37}{space 1}   12.41{col 46}{space 3}0.000{col 54}{space 4} .1709379{col 67}{space 3} .2350496
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985152{col 26}{space 2} .1010218{col 37}{space 1}   98.84{col 46}{space 3}0.000{col 54}{space 4} 9.787153{col 67}{space 3} 10.18315
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  32815.14
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6636

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4886413{col 26}{space 2} .0297415{col 37}{space 1}   16.43{col 46}{space 3}0.000{col 54}{space 4} .4303491{col 67}{space 3} .5469336
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2029937{col 26}{space 2} .0303072{col 37}{space 1}    6.70{col 46}{space 3}0.000{col 54}{space 4} .1435928{col 67}{space 3} .2623947
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.985152{col 26}{space 2} .0732631{col 37}{space 1}  136.29{col 46}{space 3}0.000{col 54}{space 4} 9.841559{col 67}{space 3} 10.12875
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(163,116 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(78 real changes made)
(128 real changes made)
(94,886 real changes made)
(130,884 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4749

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4912399{col 26}{space 2} .0066997{col 37}{space 1}   73.32{col 46}{space 3}0.000{col 54}{space 4} .4781088{col 67}{space 3}  .504371
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1848496{col 26}{space 2} .0177508{col 37}{space 1}   10.41{col 46}{space 3}0.000{col 54}{space 4} .1500587{col 67}{space 3} .2196404
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.997915{col 26}{space 2} .0953683{col 37}{space 1}  104.83{col 46}{space 3}0.000{col 54}{space 4} 9.810996{col 67}{space 3} 10.18483
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4749

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4912399{col 26}{space 2} .0267168{col 37}{space 1}   18.39{col 46}{space 3}0.000{col 54}{space 4}  .438876{col 67}{space 3} .5436039
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1848496{col 26}{space 2}  .036216{col 37}{space 1}    5.10{col 46}{space 3}0.000{col 54}{space 4} .1138675{col 67}{space 3} .2558317
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.997915{col 26}{space 2} .0557579{col 37}{space 1}  179.31{col 46}{space 3}0.000{col 54}{space 4} 9.888631{col 67}{space 3}  10.1072
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  77401.77
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4749

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4912399{col 26}{space 2} .0072629{col 37}{space 1}   67.64{col 46}{space 3}0.000{col 54}{space 4} .4770049{col 67}{space 3}  .505475
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1848496{col 26}{space 2} .0131669{col 37}{space 1}   14.04{col 46}{space 3}0.000{col 54}{space 4} .1590429{col 67}{space 3} .2106562
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.997915{col 26}{space 2} .0968363{col 37}{space 1}  103.25{col 46}{space 3}0.000{col 54}{space 4} 9.808119{col 67}{space 3} 10.18771
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  59805.68
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4749

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4912399{col 26}{space 2} .0235116{col 37}{space 1}   20.89{col 46}{space 3}0.000{col 54}{space 4} .4451581{col 67}{space 3} .5373218
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1848496{col 26}{space 2} .0347936{col 37}{space 1}    5.31{col 46}{space 3}0.000{col 54}{space 4} .1166553{col 67}{space 3} .2530438
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.997915{col 26}{space 2} .0526926{col 37}{space 1}  189.74{col 46}{space 3}0.000{col 54}{space 4} 9.894639{col 67}{space 3} 10.10119
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,130 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(104 real changes made)
(120 real changes made)
(94,148 real changes made)
(131,264 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7921

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5245729{col 26}{space 2} .0071907{col 37}{space 1}   72.95{col 46}{space 3}0.000{col 54}{space 4} .5104794{col 67}{space 3} .5386664
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2012921{col 26}{space 2} .0171886{col 37}{space 1}   11.71{col 46}{space 3}0.000{col 54}{space 4}  .167603{col 67}{space 3} .2349812
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.976936{col 26}{space 2} .1133308{col 37}{space 1}   88.03{col 46}{space 3}0.000{col 54}{space 4} 9.754812{col 67}{space 3} 10.19906
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7921

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5245729{col 26}{space 2} .0319265{col 37}{space 1}   16.43{col 46}{space 3}0.000{col 54}{space 4}  .461998{col 67}{space 3} .5871477
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2012921{col 26}{space 2}  .028342{col 37}{space 1}    7.10{col 46}{space 3}0.000{col 54}{space 4} .1457427{col 67}{space 3} .2568414
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.976936{col 26}{space 2} .0966563{col 37}{space 1}  103.22{col 46}{space 3}0.000{col 54}{space 4} 9.787493{col 67}{space 3} 10.16638
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  34549.28
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7921

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5245729{col 26}{space 2} .0074374{col 37}{space 1}   70.53{col 46}{space 3}0.000{col 54}{space 4} .5099959{col 67}{space 3} .5391499
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2012921{col 26}{space 2} .0174032{col 37}{space 1}   11.57{col 46}{space 3}0.000{col 54}{space 4} .1671823{col 67}{space 3} .2354018
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.976936{col 26}{space 2} .1174584{col 37}{space 1}   84.94{col 46}{space 3}0.000{col 54}{space 4} 9.746722{col 67}{space 3} 10.20715
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  22682.35
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7921

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5245729{col 26}{space 2} .0347699{col 37}{space 1}   15.09{col 46}{space 3}0.000{col 54}{space 4} .4564251{col 67}{space 3} .5927206
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2012921{col 26}{space 2} .0244644{col 37}{space 1}    8.23{col 46}{space 3}0.000{col 54}{space 4} .1533428{col 67}{space 3} .2492414
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.976936{col 26}{space 2} .1056847{col 37}{space 1}   94.40{col 46}{space 3}0.000{col 54}{space 4} 9.769798{col 67}{space 3} 10.18407
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(173,260 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(126 real changes made)
(94,794 real changes made)
(132,400 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5596

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4664488{col 26}{space 2} .0070814{col 37}{space 1}   65.87{col 46}{space 3}0.000{col 54}{space 4} .4525695{col 67}{space 3} .4803281
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .193985{col 26}{space 2} .0154641{col 37}{space 1}   12.54{col 46}{space 3}0.000{col 54}{space 4} .1636759{col 67}{space 3} .2242941
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.918469{col 26}{space 2} .0981028{col 37}{space 1}  101.10{col 46}{space 3}0.000{col 54}{space 4} 9.726191{col 67}{space 3} 10.11075
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5596

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4664488{col 26}{space 2} .0302973{col 37}{space 1}   15.40{col 46}{space 3}0.000{col 54}{space 4} .4070671{col 67}{space 3} .5258305
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .193985{col 26}{space 2} .0204476{col 37}{space 1}    9.49{col 46}{space 3}0.000{col 54}{space 4} .1539084{col 67}{space 3} .2340616
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.918469{col 26}{space 2} .0475877{col 37}{space 1}  208.42{col 46}{space 3}0.000{col 54}{space 4} 9.825198{col 67}{space 3} 10.01174
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  41762.49
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5596

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4664488{col 26}{space 2} .0079289{col 37}{space 1}   58.83{col 46}{space 3}0.000{col 54}{space 4} .4509084{col 67}{space 3} .4819892
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .193985{col 26}{space 2} .0170743{col 37}{space 1}   11.36{col 46}{space 3}0.000{col 54}{space 4}   .16052{col 67}{space 3} .2274499
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.918469{col 26}{space 2} .1143581{col 37}{space 1}   86.73{col 46}{space 3}0.000{col 54}{space 4} 9.694331{col 67}{space 3} 10.14261
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  26246.21
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5596

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4664488{col 26}{space 2} .0242075{col 37}{space 1}   19.27{col 46}{space 3}0.000{col 54}{space 4} .4190029{col 67}{space 3} .5138947
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2}  .193985{col 26}{space 2} .0188081{col 37}{space 1}   10.31{col 46}{space 3}0.000{col 54}{space 4} .1571218{col 67}{space 3} .2308482
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.918469{col 26}{space 2} .0647173{col 37}{space 1}  153.26{col 46}{space 3}0.000{col 54}{space 4} 9.791625{col 67}{space 3} 10.04531
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,730 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(100 real changes made)
(146 real changes made)
(94,964 real changes made)
(130,104 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5195

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4935143{col 26}{space 2} .0072824{col 37}{space 1}   67.77{col 46}{space 3}0.000{col 54}{space 4}  .479241{col 67}{space 3} .5077875
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1522487{col 26}{space 2} .0169591{col 37}{space 1}    8.98{col 46}{space 3}0.000{col 54}{space 4} .1190094{col 67}{space 3} .1854879
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.648735{col 26}{space 2} .0937813{col 37}{space 1}  102.89{col 46}{space 3}0.000{col 54}{space 4} 9.464927{col 67}{space 3} 9.832543
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5195

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4935143{col 26}{space 2} .0340162{col 37}{space 1}   14.51{col 46}{space 3}0.000{col 54}{space 4} .4268436{col 67}{space 3} .5601849
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1522487{col 26}{space 2} .0275367{col 37}{space 1}    5.53{col 46}{space 3}0.000{col 54}{space 4} .0982777{col 67}{space 3} .2062197
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.648735{col 26}{space 2} .1000336{col 37}{space 1}   96.45{col 46}{space 3}0.000{col 54}{space 4} 9.452673{col 67}{space 3} 9.844797
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  43630.81
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5195

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4935143{col 26}{space 2} .0073611{col 37}{space 1}   67.04{col 46}{space 3}0.000{col 54}{space 4} .4790868{col 67}{space 3} .5079417
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1522487{col 26}{space 2} .0160992{col 37}{space 1}    9.46{col 46}{space 3}0.000{col 54}{space 4} .1206947{col 67}{space 3} .1838026
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.648735{col 26}{space 2} .0765605{col 37}{space 1}  126.03{col 46}{space 3}0.000{col 54}{space 4} 9.498679{col 67}{space 3} 9.798791
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  22446.38
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5195

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4935143{col 26}{space 2} .0331005{col 37}{space 1}   14.91{col 46}{space 3}0.000{col 54}{space 4} .4286385{col 67}{space 3}   .55839
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1522487{col 26}{space 2} .0254564{col 37}{space 1}    5.98{col 46}{space 3}0.000{col 54}{space 4} .1023551{col 67}{space 3} .2021422
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.648735{col 26}{space 2} .1268234{col 37}{space 1}   76.08{col 46}{space 3}0.000{col 54}{space 4} 9.400165{col 67}{space 3} 9.897304
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,120 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(96 real changes made)
(132 real changes made)
(95,324 real changes made)
(130,666 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.2273

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4776107{col 26}{space 2} .0097779{col 37}{space 1}   48.85{col 46}{space 3}0.000{col 54}{space 4} .4584464{col 67}{space 3}  .496775
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1613868{col 26}{space 2} .0249364{col 37}{space 1}    6.47{col 46}{space 3}0.000{col 54}{space 4} .1125123{col 67}{space 3} .2102612
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.853565{col 26}{space 2} .1391554{col 37}{space 1}   70.81{col 46}{space 3}0.000{col 54}{space 4} 9.580825{col 67}{space 3}  10.1263
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.2273

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4776107{col 26}{space 2} .0411976{col 37}{space 1}   11.59{col 46}{space 3}0.000{col 54}{space 4} .3968649{col 67}{space 3} .5583565
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1613868{col 26}{space 2}  .048845{col 37}{space 1}    3.30{col 46}{space 3}0.001{col 54}{space 4} .0656523{col 67}{space 3} .2571212
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.853565{col 26}{space 2} .0935861{col 37}{space 1}  105.29{col 46}{space 3}0.000{col 54}{space 4} 9.670139{col 67}{space 3} 10.03699
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  31183.21
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.2273

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4776107{col 26}{space 2} .0093011{col 37}{space 1}   51.35{col 46}{space 3}0.000{col 54}{space 4} .4593809{col 67}{space 3} .4958405
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1613868{col 26}{space 2} .0206195{col 37}{space 1}    7.83{col 46}{space 3}0.000{col 54}{space 4} .1209732{col 67}{space 3} .2018003
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.853565{col 26}{space 2} .1339706{col 37}{space 1}   73.55{col 46}{space 3}0.000{col 54}{space 4} 9.590987{col 67}{space 3} 10.11614
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}   9024.75
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 2.2273

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4776107{col 26}{space 2} .0383781{col 37}{space 1}   12.44{col 46}{space 3}0.000{col 54}{space 4} .4023911{col 67}{space 3} .5528304
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1613868{col 26}{space 2} .0508107{col 37}{space 1}    3.18{col 46}{space 3}0.001{col 54}{space 4} .0617996{col 67}{space 3}  .260974
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.853565{col 26}{space 2} .1311668{col 37}{space 1}   75.12{col 46}{space 3}0.000{col 54}{space 4} 9.596482{col 67}{space 3} 10.11065
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,962 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(66 real changes made)
(106 real changes made)
(94,534 real changes made)
(131,654 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6912

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5077373{col 26}{space 2}  .007126{col 37}{space 1}   71.25{col 46}{space 3}0.000{col 54}{space 4} .4937706{col 67}{space 3} .5217039
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2119531{col 26}{space 2}  .017827{col 37}{space 1}   11.89{col 46}{space 3}0.000{col 54}{space 4} .1770128{col 67}{space 3} .2468934
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.957069{col 26}{space 2} .1067089{col 37}{space 1}   93.31{col 46}{space 3}0.000{col 54}{space 4} 9.747924{col 67}{space 3} 10.16621
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6912

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5077373{col 26}{space 2}  .029652{col 37}{space 1}   17.12{col 46}{space 3}0.000{col 54}{space 4} .4496205{col 67}{space 3}  .565854
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2119531{col 26}{space 2} .0382259{col 37}{space 1}    5.54{col 46}{space 3}0.000{col 54}{space 4} .1370316{col 67}{space 3} .2868746
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.957069{col 26}{space 2} .0463823{col 37}{space 1}  214.67{col 46}{space 3}0.000{col 54}{space 4} 9.866162{col 67}{space 3} 10.04798
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  51781.99
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6912

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5077373{col 26}{space 2} .0063651{col 37}{space 1}   79.77{col 46}{space 3}0.000{col 54}{space 4} .4952619{col 67}{space 3} .5202126
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2119531{col 26}{space 2} .0168695{col 37}{space 1}   12.56{col 46}{space 3}0.000{col 54}{space 4} .1788894{col 67}{space 3} .2450168
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.957069{col 26}{space 2} .0828061{col 37}{space 1}  120.25{col 46}{space 3}0.000{col 54}{space 4} 9.794772{col 67}{space 3} 10.11937
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  32784.03
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6912

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5077373{col 26}{space 2} .0253785{col 37}{space 1}   20.01{col 46}{space 3}0.000{col 54}{space 4} .4579963{col 67}{space 3} .5574782
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2119531{col 26}{space 2}  .037445{col 37}{space 1}    5.66{col 46}{space 3}0.000{col 54}{space 4} .1385622{col 67}{space 3} .2853441
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.957069{col 26}{space 2}  .067581{col 37}{space 1}  147.34{col 46}{space 3}0.000{col 54}{space 4} 9.824613{col 67}{space 3} 10.08953
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(166,922 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(88 real changes made)
(144 real changes made)
(95,776 real changes made)
(131,128 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2147

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5346689{col 26}{space 2} .0049403{col 37}{space 1}  108.23{col 46}{space 3}0.000{col 54}{space 4} .5249861{col 67}{space 3} .5443518
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2344046{col 26}{space 2} .0131509{col 37}{space 1}   17.82{col 46}{space 3}0.000{col 54}{space 4} .2086292{col 67}{space 3} .2601799
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01404{col 26}{space 2} .0763657{col 37}{space 1}  131.13{col 46}{space 3}0.000{col 54}{space 4} 9.864366{col 67}{space 3} 10.16371
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2147

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5346689{col 26}{space 2} .0201826{col 37}{space 1}   26.49{col 46}{space 3}0.000{col 54}{space 4} .4951118{col 67}{space 3}  .574226
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2344046{col 26}{space 2} .0170291{col 37}{space 1}   13.76{col 46}{space 3}0.000{col 54}{space 4}  .201028{col 67}{space 3} .2677811
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01404{col 26}{space 2} .0462093{col 37}{space 1}  216.71{col 46}{space 3}0.000{col 54}{space 4} 9.923471{col 67}{space 3} 10.10461
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  65826.63
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2147

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5346689{col 26}{space 2} .0054982{col 37}{space 1}   97.24{col 46}{space 3}0.000{col 54}{space 4} .5238926{col 67}{space 3} .5454452
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2344046{col 26}{space 2} .0116638{col 37}{space 1}   20.10{col 46}{space 3}0.000{col 54}{space 4}  .211544{col 67}{space 3} .2572652
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01404{col 26}{space 2} .0819622{col 37}{space 1}  122.18{col 46}{space 3}0.000{col 54}{space 4} 9.853397{col 67}{space 3} 10.17468
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  53430.08
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.2147

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5346689{col 26}{space 2} .0207989{col 37}{space 1}   25.71{col 46}{space 3}0.000{col 54}{space 4} .4939038{col 67}{space 3}  .575434
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2344046{col 26}{space 2} .0131294{col 37}{space 1}   17.85{col 46}{space 3}0.000{col 54}{space 4} .2086713{col 67}{space 3} .2601378
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.01404{col 26}{space 2} .0437435{col 37}{space 1}  228.93{col 46}{space 3}0.000{col 54}{space 4} 9.928304{col 67}{space 3} 10.09978
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,968 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(86 real changes made)
(128 real changes made)
(94,870 real changes made)
(130,106 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7533

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4808911{col 26}{space 2} .0074989{col 37}{space 1}   64.13{col 46}{space 3}0.000{col 54}{space 4} .4661934{col 67}{space 3} .4955887
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1693588{col 26}{space 2} .0190206{col 37}{space 1}    8.90{col 46}{space 3}0.000{col 54}{space 4} .1320792{col 67}{space 3} .2066385
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.812751{col 26}{space 2} .1103023{col 37}{space 1}   88.96{col 46}{space 3}0.000{col 54}{space 4} 9.596563{col 67}{space 3} 10.02894
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7533

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4808911{col 26}{space 2} .0290998{col 37}{space 1}   16.53{col 46}{space 3}0.000{col 54}{space 4} .4238564{col 67}{space 3} .5379257
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1693588{col 26}{space 2} .0362191{col 37}{space 1}    4.68{col 46}{space 3}0.000{col 54}{space 4} .0983706{col 67}{space 3}  .240347
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.812751{col 26}{space 2} .1320974{col 37}{space 1}   74.28{col 46}{space 3}0.000{col 54}{space 4} 9.553845{col 67}{space 3} 10.07166
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  44593.99
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7533

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4808911{col 26}{space 2} .0071602{col 37}{space 1}   67.16{col 46}{space 3}0.000{col 54}{space 4} .4668573{col 67}{space 3} .4949249
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1693588{col 26}{space 2} .0172357{col 37}{space 1}    9.83{col 46}{space 3}0.000{col 54}{space 4} .1355776{col 67}{space 3} .2031401
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.812751{col 26}{space 2} .1082844{col 37}{space 1}   90.62{col 46}{space 3}0.000{col 54}{space 4} 9.600518{col 67}{space 3} 10.02498
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  15887.91
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7533

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4808911{col 26}{space 2} .0231161{col 37}{space 1}   20.80{col 46}{space 3}0.000{col 54}{space 4} .4355843{col 67}{space 3} .5261979
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1693588{col 26}{space 2} .0361141{col 37}{space 1}    4.69{col 46}{space 3}0.000{col 54}{space 4} .0985764{col 67}{space 3} .2401412
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.812751{col 26}{space 2} .1911669{col 37}{space 1}   51.33{col 46}{space 3}0.000{col 54}{space 4} 9.438071{col 67}{space 3} 10.18743
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(168,710 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(96 real changes made)
(116 real changes made)
(94,552 real changes made)
(131,008 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5531

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5256078{col 26}{space 2} .0067037{col 37}{space 1}   78.41{col 46}{space 3}0.000{col 54}{space 4} .5124689{col 67}{space 3} .5387467
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2061582{col 26}{space 2} .0177196{col 37}{space 1}   11.63{col 46}{space 3}0.000{col 54}{space 4} .1714284{col 67}{space 3} .2408879
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.951223{col 26}{space 2} .1006689{col 37}{space 1}   98.85{col 46}{space 3}0.000{col 54}{space 4} 9.753915{col 67}{space 3} 10.14853
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5531

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5256078{col 26}{space 2} .0297515{col 37}{space 1}   17.67{col 46}{space 3}0.000{col 54}{space 4}  .467296{col 67}{space 3} .5839196
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2061582{col 26}{space 2} .0214758{col 37}{space 1}    9.60{col 46}{space 3}0.000{col 54}{space 4} .1640664{col 67}{space 3} .2482499
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.951223{col 26}{space 2} .0796449{col 37}{space 1}  124.94{col 46}{space 3}0.000{col 54}{space 4} 9.795122{col 67}{space 3} 10.10732
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  59535.77
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5531

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5256078{col 26}{space 2} .0057973{col 37}{space 1}   90.66{col 46}{space 3}0.000{col 54}{space 4} .5142452{col 67}{space 3} .5369703
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2061582{col 26}{space 2}  .020326{col 37}{space 1}   10.14{col 46}{space 3}0.000{col 54}{space 4}   .16632{col 67}{space 3} .2459964
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.951223{col 26}{space 2}  .089356{col 37}{space 1}  111.37{col 46}{space 3}0.000{col 54}{space 4} 9.776088{col 67}{space 3} 10.12636
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  24423.57
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.5531

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5256078{col 26}{space 2} .0300412{col 37}{space 1}   17.50{col 46}{space 3}0.000{col 54}{space 4} .4667281{col 67}{space 3} .5844875
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2061582{col 26}{space 2} .0183811{col 37}{space 1}   11.22{col 46}{space 3}0.000{col 54}{space 4} .1701318{col 67}{space 3} .2421845
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.951223{col 26}{space 2} .0953337{col 37}{space 1}  104.38{col 46}{space 3}0.000{col 54}{space 4} 9.764372{col 67}{space 3} 10.13807
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(162,576 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(92 real changes made)
(126 real changes made)
(95,172 real changes made)
(129,994 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6921

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5258463{col 26}{space 2}  .007225{col 37}{space 1}   72.78{col 46}{space 3}0.000{col 54}{space 4} .5116855{col 67}{space 3} .5400072
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1837974{col 26}{space 2}  .018355{col 37}{space 1}   10.01{col 46}{space 3}0.000{col 54}{space 4} .1478223{col 67}{space 3} .2197725
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.921487{col 26}{space 2}  .108354{col 37}{space 1}   91.57{col 46}{space 3}0.000{col 54}{space 4} 9.709117{col 67}{space 3} 10.13386
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6921

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5258463{col 26}{space 2} .0320916{col 37}{space 1}   16.39{col 46}{space 3}0.000{col 54}{space 4} .4629479{col 67}{space 3} .5887448
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1837974{col 26}{space 2} .0331802{col 37}{space 1}    5.54{col 46}{space 3}0.000{col 54}{space 4} .1187654{col 67}{space 3} .2488295
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.921487{col 26}{space 2} .0989534{col 37}{space 1}  100.26{col 46}{space 3}0.000{col 54}{space 4} 9.727542{col 67}{space 3} 10.11543
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  60415.43
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6921

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5258463{col 26}{space 2}  .006285{col 37}{space 1}   83.67{col 46}{space 3}0.000{col 54}{space 4} .5135279{col 67}{space 3} .5381647
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1837974{col 26}{space 2} .0185824{col 37}{space 1}    9.89{col 46}{space 3}0.000{col 54}{space 4} .1473766{col 67}{space 3} .2202182
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.921487{col 26}{space 2} .1026098{col 37}{space 1}   96.69{col 46}{space 3}0.000{col 54}{space 4} 9.720376{col 67}{space 3}  10.1226
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  19285.83
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6921

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5258463{col 26}{space 2} .0362626{col 37}{space 1}   14.50{col 46}{space 3}0.000{col 54}{space 4}  .454773{col 67}{space 3} .5969196
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1837974{col 26}{space 2} .0326738{col 37}{space 1}    5.63{col 46}{space 3}0.000{col 54}{space 4} .1197579{col 67}{space 3} .2478369
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.921487{col 26}{space 2} .1256553{col 37}{space 1}   78.96{col 46}{space 3}0.000{col 54}{space 4} 9.675207{col 67}{space 3} 10.16777
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(165,334 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(76 real changes made)
(120 real changes made)
(95,034 real changes made)
(130,842 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4676

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4932418{col 26}{space 2} .0061402{col 37}{space 1}   80.33{col 46}{space 3}0.000{col 54}{space 4} .4812072{col 67}{space 3} .5052764
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2142409{col 26}{space 2} .0159654{col 37}{space 1}   13.42{col 46}{space 3}0.000{col 54}{space 4} .1829494{col 67}{space 3} .2455324
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03408{col 26}{space 2} .0906059{col 37}{space 1}  110.74{col 46}{space 3}0.000{col 54}{space 4} 9.856492{col 67}{space 3} 10.21166
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4676

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4932418{col 26}{space 2} .0265526{col 37}{space 1}   18.58{col 46}{space 3}0.000{col 54}{space 4} .4411996{col 67}{space 3}  .545284
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2142409{col 26}{space 2} .0215629{col 37}{space 1}    9.94{col 46}{space 3}0.000{col 54}{space 4} .1719783{col 67}{space 3} .2565035
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03408{col 26}{space 2} .0452891{col 37}{space 1}  221.56{col 46}{space 3}0.000{col 54}{space 4} 9.945312{col 67}{space 3} 10.12284
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  61786.92
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4676

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4932418{col 26}{space 2} .0062801{col 37}{space 1}   78.54{col 46}{space 3}0.000{col 54}{space 4}  .480933{col 67}{space 3} .5055505
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2142409{col 26}{space 2} .0166881{col 37}{space 1}   12.84{col 46}{space 3}0.000{col 54}{space 4} .1815328{col 67}{space 3}  .246949
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03408{col 26}{space 2} .0971567{col 37}{space 1}  103.28{col 46}{space 3}0.000{col 54}{space 4} 9.843653{col 67}{space 3}  10.2245
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  72106.49
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.4676

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4932418{col 26}{space 2} .0266337{col 37}{space 1}   18.52{col 46}{space 3}0.000{col 54}{space 4} .4410407{col 67}{space 3} .5454429
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2142409{col 26}{space 2} .0189628{col 37}{space 1}   11.30{col 46}{space 3}0.000{col 54}{space 4} .1770746{col 67}{space 3} .2514072
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 10.03408{col 26}{space 2} .0490392{col 37}{space 1}  204.61{col 46}{space 3}0.000{col 54}{space 4} 9.937962{col 67}{space 3} 10.13019
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(164,606 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(72 real changes made)
(128 real changes made)
(94,988 real changes made)
(131,308 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7972

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4816047{col 26}{space 2} .0080285{col 37}{space 1}   59.99{col 46}{space 3}0.000{col 54}{space 4} .4658691{col 67}{space 3} .4973403
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1612908{col 26}{space 2}  .022607{col 37}{space 1}    7.13{col 46}{space 3}0.000{col 54}{space 4} .1169819{col 67}{space 3} .2055996
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.855622{col 26}{space 2} .1156356{col 37}{space 1}   85.23{col 46}{space 3}0.000{col 54}{space 4} 9.628981{col 67}{space 3} 10.08226
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7972

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4816047{col 26}{space 2} .0329257{col 37}{space 1}   14.63{col 46}{space 3}0.000{col 54}{space 4} .4170714{col 67}{space 3}  .546138
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1612908{col 26}{space 2} .0495747{col 37}{space 1}    3.25{col 46}{space 3}0.001{col 54}{space 4} .0641262{col 67}{space 3} .2584553
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.855622{col 26}{space 2} .1210183{col 37}{space 1}   81.44{col 46}{space 3}0.000{col 54}{space 4} 9.618431{col 67}{space 3} 10.09281
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  44572.61
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7972

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4816047{col 26}{space 2} .0086557{col 37}{space 1}   55.64{col 46}{space 3}0.000{col 54}{space 4} .4646399{col 67}{space 3} .4985694
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1612908{col 26}{space 2} .0211219{col 37}{space 1}    7.64{col 46}{space 3}0.000{col 54}{space 4} .1198926{col 67}{space 3} .2026889
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.855622{col 26}{space 2} .1093897{col 37}{space 1}   90.10{col 46}{space 3}0.000{col 54}{space 4} 9.641222{col 67}{space 3} 10.07002
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  12660.32
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.7972

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .4816047{col 26}{space 2} .0337574{col 37}{space 1}   14.27{col 46}{space 3}0.000{col 54}{space 4} .4154414{col 67}{space 3}  .547768
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .1612908{col 26}{space 2} .0498202{col 37}{space 1}    3.24{col 46}{space 3}0.001{col 54}{space 4} .0636449{col 67}{space 3} .2589366
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.855622{col 26}{space 2} .1501324{col 37}{space 1}   65.65{col 46}{space 3}0.000{col 54}{space 4} 9.561368{col 67}{space 3} 10.14988
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved
{p}
number of observations (_N)  was 0,
now 20
{p_end}
(980 observations created)
{res}{txt}(note: file simul_ComolaPrina_cov.dta not found)
file simul_ComolaPrina_cov.dta saved
{res}{txt}(note: file jjj.dta not found)
file jjj.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
{res}{txt}Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
(158,630 real changes made)
(950,000 observations deleted)
(1,000 observations deleted)
(24,500 observations deleted)
{res}{txt}(note: file temp3.dta not found)
file temp3.dta saved
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(24,500 real changes made)
(951,000 real changes made)
(76 real changes made)
(110 real changes made)
(95,202 real changes made)
(128,932 real changes made)
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp0.dta not found)
file temp0.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp1.dta not found)
file temp1.dta saved
number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
Warning:  data in memory will be lost.
         Press any key to continue, Ctrl-Break to abort.
(note: file temp2.dta not found)
file temp2.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}{txt}number of observations will be reset to 1000
Press any key to continue, or Break to abort
{p}
number of observations (_N)  was 0,
now 1,000
{p_end}
{res}{txt}(note: file temp.dta not found)
file temp.dta saved
{p}
(note: you are using old
{bf:merge} syntax; see
{bf:{help merge:[D] merge}} for new syntax)
{p_end}
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6448

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5080969{col 26}{space 2} .0075253{col 37}{space 1}   67.52{col 46}{space 3}0.000{col 54}{space 4} .4933476{col 67}{space 3} .5228461
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2222369{col 26}{space 2} .0168044{col 37}{space 1}   13.22{col 46}{space 3}0.000{col 54}{space 4}  .189301{col 67}{space 3} .2551729
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981348{col 26}{space 2} .1049426{col 37}{space 1}   95.11{col 46}{space 3}0.000{col 54}{space 4} 9.775665{col 67}{space 3} 10.18703
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_robust.dta not found)
file temp_gamma_robust.dta saved
(2 observations deleted)
(note: file temp_beta1_robust.dta not found)
file temp_beta1_robust.dta saved
(2 observations deleted)
(note: file temp_beta2_robust.dta not found)
file temp_beta2_robust.dta saved
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}         .
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}         .
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6448

{txt}{ralign 78:(Std. Err. adjusted for {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5080969{col 26}{space 2} .0340934{col 37}{space 1}   14.90{col 46}{space 3}0.000{col 54}{space 4} .4412751{col 67}{space 3} .5749186
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2222369{col 26}{space 2} .0266445{col 37}{space 1}    8.34{col 46}{space 3}0.000{col 54}{space 4} .1700146{col 67}{space 3} .2744593
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981348{col 26}{space 2} .0713927{col 37}{space 1}  139.81{col 46}{space 3}0.000{col 54}{space 4} 9.841421{col 67}{space 3} 10.12128
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_cluster.dta not found)
file temp_gamma_cluster.dta saved
(2 observations deleted)
(note: file temp_beta1_cluster.dta not found)
file temp_beta1_cluster.dta saved
(2 observations deleted)
(note: file temp_beta2_cluster.dta not found)
file temp_beta2_cluster.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  38366.75
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6448

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5080969{col 26}{space 2} .0075818{col 37}{space 1}   67.02{col 46}{space 3}0.000{col 54}{space 4} .4932368{col 67}{space 3} .5229569
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2222369{col 26}{space 2} .0187958{col 37}{space 1}   11.82{col 46}{space 3}0.000{col 54}{space 4} .1853978{col 67}{space 3} .2590761
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981348{col 26}{space 2} .1034654{col 37}{space 1}   96.47{col 46}{space 3}0.000{col 54}{space 4}  9.77856{col 67}{space 3} 10.18414
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_boot.dta not found)
file temp_gamma_boot.dta saved
(2 observations deleted)
(note: file temp_beta1_boot.dta not found)
file temp_beta1_boot.dta saved
(2 observations deleted)
(note: file temp_beta2_boot.dta not found)
file temp_beta2_boot.dta saved
(running ivregress on estimation sample)

Bootstrap replications ({res}50{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
{res}
{txt}{col 1}Instrumental variables (2SLS) regression{col 51}Number of obs{col 67}= {res}     1,000
{txt}{col 1}{col 51}Wald chi2({res}3{txt}){col 67}= {res}  17536.07
{txt}{col 1}{col 51}Prob > chi2{col 67}= {res}    0.0000
{txt}{col 1}{col 51}R-squared{col 67}= {res}         .
{txt}{col 51}Root MSE{col 67}=    {res} 1.6448

{txt}{ralign 78:(Replications based on {res:20} clusters in village)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 1}      deltay{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}G0_deltay {c |}{col 14}{res}{space 2} .5080969{col 26}{space 2} .0308223{col 37}{space 1}   16.48{col 46}{space 3}0.000{col 54}{space 4} .4476863{col 67}{space 3} .5685074
{txt}{space 3}deltaG_y1 {c |}{col 14}{res}{space 2} .2222369{col 26}{space 2} .0257118{col 37}{space 1}    8.64{col 46}{space 3}0.000{col 54}{space 4} .1718428{col 67}{space 3} .2726311
{txt}{space 9}itt {c |}{col 14}{res}{space 2} 9.981348{col 26}{space 2} .0837405{col 37}{space 1}  119.19{col 46}{space 3}0.000{col 54}{space 4}  9.81722{col 67}{space 3} 10.14548
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{p 0 15 32}Instrumented:{space 2}G0_deltay deltaG_y1{p_end}
{p 0 15 32}Instruments:{space 3}itt IV_2_1 IV_2_2 IV_2_3 IV_2_4 IV_3_1 IV_3_2 IV_3_3 IV_3_4 IV_3_5 IV_3_6 IV_3_7 IV_3_8{p_end}
(2 observations deleted)
(note: file temp_gamma_bootcl.dta not found)
file temp_gamma_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta1_bootcl.dta not found)
file temp_beta1_bootcl.dta saved
(2 observations deleted)
(note: file temp_beta2_bootcl.dta not found)
file temp_beta2_bootcl.dta saved
file results_cov_gamma_robust.dta saved
file results_cov_gamma_cluster.dta saved
file results_cov_gamma_boot.dta saved
file results_cov_gamma_bootcl.dta saved
file results_cov_beta1_robust.dta saved
file results_cov_beta1_cluster.dta saved
file results_cov_beta1_boot.dta saved
file results_cov_beta1_bootcl.dta saved
file results_cov_beta2_robust.dta saved
file results_cov_beta2_cluster.dta saved
file results_cov_beta2_boot.dta saved
file results_cov_beta2_bootcl.dta saved

{com}. 
. /********************************************************************************************
> *********************************************************************************************
> 4) PRODUCE FINAL STATISTICS
> *********************************************************************************************
> ********************************************************************************************/
. 
. foreach var1 in gamma beta1 beta2 {c -(}
{txt}  2{com}. foreach var2 in robust cluster boot bootcl {c -(}
{txt}  3{com}. 
. use results_cov_`var1'_`var2'.dta, clear
{txt}  4{com}. display "`var1'_`var2'"
{txt}  5{com}. mean coverage 
{txt}  6{com}. 
. {c )-}
{txt}  7{com}. {c )-} 
gamma_robust
{res}
{txt}Mean estimation{col 35}Number of obs{col 51}= {res}       300

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}       Mean{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 4}coverage {c |}{col 14}{res}{space 2} .9566667{col 26}{space 2} .0117749{col 37}{space 5} .9334946{col 51}{space 3} .9798388
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
gamma_cluster
{res}
{txt}Mean estimation{col 35}Number of obs{col 51}= {res}       300

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}       Mean{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 4}coverage {c |}{col 14}{res}{space 2}      .92{col 26}{space 2} .0156893{col 37}{space 5} .8891246{col 51}{space 3} .9508754
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
gamma_boot
{res}
{txt}Mean estimation{col 35}Number of obs{col 51}= {res}       300

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}       Mean{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 4}coverage {c |}{col 14}{res}{space 2} .9666667{col 26}{space 2} .0103811{col 37}{space 5} .9462374{col 51}{space 3} .9870959
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
gamma_bootcl
{res}
{txt}Mean estimation{col 35}Number of obs{col 51}= {res}       300

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}       Mean{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 4}coverage {c |}{col 14}{res}{space 2} .9633333{col 26}{space 2}  .010869{col 37}{space 5}  .941944{col 51}{space 3} .9847227
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
beta1_robust
{res}
{txt}Mean estimation{col 35}Number of obs{col 51}= {res}       300

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}       Mean{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 4}coverage {c |}{col 14}{res}{space 2} .3466667{col 26}{space 2} .0275225{col 37}{space 5} .2925043{col 51}{space 3}  .400829
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
beta1_cluster
{res}
{txt}Mean estimation{col 35}Number of obs{col 51}= {res}       300

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}       Mean{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 4}coverage {c |}{col 14}{res}{space 2} .9233333{col 26}{space 2} .0153868{col 37}{space 5} .8930533{col 51}{space 3} .9536134
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
beta1_boot
{res}
{txt}Mean estimation{col 35}Number of obs{col 51}= {res}       300

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}       Mean{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 4}coverage {c |}{col 14}{res}{space 2} .3366667{col 26}{space 2} .0273294{col 37}{space 5} .2828843{col 51}{space 3}  .390449
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
beta1_bootcl
{res}
{txt}Mean estimation{col 35}Number of obs{col 51}= {res}       300

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}       Mean{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 4}coverage {c |}{col 14}{res}{space 2} .9233333{col 26}{space 2} .0153868{col 37}{space 5} .8930533{col 51}{space 3} .9536134
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
beta2_robust
{res}
{txt}Mean estimation{col 35}Number of obs{col 51}= {res}       300

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}       Mean{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 4}coverage {c |}{col 14}{res}{space 2} .7433333{col 26}{space 2} .0252604{col 37}{space 5} .6936226{col 51}{space 3} .7930441
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
beta2_cluster
{res}
{txt}Mean estimation{col 35}Number of obs{col 51}= {res}       300

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}       Mean{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 4}coverage {c |}{col 14}{res}{space 2} .9133333{col 26}{space 2} .0162707{col 37}{space 5} .8813138{col 51}{space 3} .9453528
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
beta2_boot
{res}
{txt}Mean estimation{col 35}Number of obs{col 51}= {res}       300

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}       Mean{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 4}coverage {c |}{col 14}{res}{space 2} .7466667{col 26}{space 2} .0251521{col 37}{space 5} .6971691{col 51}{space 3} .7961642
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
beta2_bootcl
{res}
{txt}Mean estimation{col 35}Number of obs{col 51}= {res}       300

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}       Mean{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 4}coverage {c |}{col 14}{res}{space 2}       .9{col 26}{space 2} .0173494{col 37}{space 5} .8658575{col 51}{space 3} .9341425
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}

{com}. 
. 
. 
{txt}end of do-file

{com}. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\m.comola\Dropbox\Nepal Banking Networks\drafts\REStat submission\5. accepted\data\log simulations ComolaPrina coverage.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res}16 Jan 2020, 14:03:30
{txt}{.-}
{smcl}
{txt}{sf}{ul off}